Submitted:
10 February 2025
Posted:
11 February 2025
You are already at the latest version
Abstract
STEM education is a means of linking the knowledge acquired at school with the skills that individuals will develop in their working lives. It is precisely because this type of education is gaining ground worldwide that it is considered appropriate to explore the attitudes and opinions of Greek teachers towards STEM education, since they are the ones who will be called upon to implement it. In order to make a change towards this type of education, it seems appropriate to be aware of the obstacles that teachers encounter in their everyday life and to what extent they think that it can contribute. The survey was carried out in the form of a questionnaire with closed questions. The survey showed that teachers consider learning 21st century skills to be important and that they consider themselves ready to use them. They also believe that any knowledge they have acquired has come from their own initiative.
Keywords:
1. Introduction
- Do demographic characteristics such as gender, age, years of experience, additional qualifications, the level at which they work, the type of employer and, finally, the subject area in which the participants hold their bachelor’s degree influence their attitudes and perceptions towards STEM education?
- What are the teachers’ views on STEM education?
- How did they acquire their knowledge?
- Do Greek teachers see the potential for developing 21st century skills through STEM education?
- What do they consider to be the main obstacles to the implementation of this type of education in the Greek reality?
- What measures could be taken by policy makers, taking into account the views of teachers, to integrate STEM education into the Greek reality?
2. Materials and Methods
3. Results
3.1. STEM FIELDS
3.2.1. Science
3.2.1. Technology
- reinforces their creativity
- reinforces thinking at a larger scale
- facilitates an inter-disciplinary approach of STEM fields
- motivates them to dip into all scientific fields [13].
3.2.2. Engineering
- amelioration of students’ achievements
- development of 21st century skills
- enhancement of students’ interest in the problem they are asked to solve
- promotion of communication skills enhancement of collaboration among the members of a group
- providing an entertaining and real-world learning environment [20].
- It lays the foundations for engagement with technology
- Helps to motivate students to pursue vocational disciplines related to engineering design [4].
- Integrating engineering in primary and secondary education is hampered mostly by:
- the lack of resources and equipment required
- negative attitudes of educators who deem the curriculum already over- loaded [13].
3.2.2. Mathematics
- the creation of formulas and charts that can in turn be used to describe phenomena (e.g. uniform linear motion)
- depicting sizes/figures and trends (e.g. concentration of CO2 in the atmosphere, percentage of populations living below the poverty line)
- measuring distances and creating shapes and lines to build an engineering design (e.g. a sports car miniature)
3.1. Survey Results
- Creativity
- Problem-solving
- Critical thinking
- Team spirit
- Lifelong learning
- Adaptability
- Entrepreneurial skills
- Leadership skills
- Time that students can spend in order to be able to cope with a STEM subject
- Time teachers need to dedicate to their preparation
- Knowledge in all fields included in STEM
- School equipment/resources.
- To what degree do you believe STEM education contributes to the development of problem-solving skills?
- To what degree do you believe STEM education contributes to the cultivation of team spirit?
- Are you able to dedicate enough time to the preparation of a STEM lesson?
- Are you in possession of the necessary knowledge in all STEM fields to effectively implement STEM education?
- The following conclusions have been reached:
- Teachers with a degree in a non-STEM field consider the contribution of STEM education to problem-solving skills and team spirit less important (Table 27).
- Teachers with a degree in a STEM field consider the time for preparation and knowledge in all STEM disciplines as a more significant hurdle than those with a non-STEM related degree (Table 27).
| Specialty | N | Mean | Std. Deviation | Std. Error Mean | |
| Critical thinking | Non-STEM fields | 42 | 4,10 | ,692 | ,107 |
| STEM fields | 27 | 4,33 | ,620 | ,119 | |
| Problem-solving | Non-STEM fields | 42 | 4,10 | ,726 | ,112 |
| STEM fields | 27 | 4,56 | ,577 | ,111 | |
| Leadership | Non-STEM fields | 42 | 3,71 | ,774 | ,119 |
| STEM fields | 27 | 3,74 | ,859 | ,165 | |
| Creativity | Non-STEM fields | 42 | 4,31 | ,715 | ,110 |
| STEM fields | 27 | 4,63 | ,565 | ,109 | |
| Adaptability | Non-STEM fields | 42 | 3,79 | 1,001 | ,154 |
| STEM fields | 27 | 4,19 | ,786 | ,151 | |
| Team spirit | Non-STEM fields | 42 | 4,00 | ,937 | ,145 |
| STEM fields | 27 | 4,56 | ,698 | ,134 | |
| Lifelong learning | Non-STEM fields | 42 | 4,10 | ,932 | ,144 |
| STEM fields | 27 | 3,89 | 1,121 | ,216 | |
| Entrepreneurial skills | Non-STEM fields | 42 | 4,07 | ,778 | ,120 |
| STEM fields | 27 | 3,74 | 1,059 | ,204 | |
| School equipment | Non-STEM fields | 42 | 2,36 | 1,008 | ,156 |
| STEM fields | 27 | 2,63 | 1,418 | ,273 | |
| Preparation time | Non-STEM fields | 42 | 2,24 | ,958 | ,148 |
| STEM fields | 27 | 2,78 | ,847 | ,163 | |
| Time spent by students | Non-STEM fields | 42 | 2,95 | ,962 | ,148 |
| STEM fields | 27 | 3,15 | ,864 | ,166 | |
| Knowledge in all STEM fields | Non-STEM fields | 42 | 2,05 | ,987 | ,152 |
| STEM fields | 27 | 3,19 | 1,331 | ,256 |
| Levene's Test for Equality of Variances | t-test for Equality of Means | ||||||||||
| F | Sig. | t | df | Significance | Mean Difference | Std. Error Difference | 95% Confidence Interval of the Difference | ||||
| One-Sided p | Two-Sided p | Lower | Upper | ||||||||
| Critical thinking | Equal variances assumed | ,073 | ,789 | -1,452 | 67 | ,076 | ,151 | -,238 | ,164 | -,565 | ,089 |
| Equal variances not assumed | -1,487 | 59,916 | ,071 | ,142 | -,238 | ,160 | -,558 | ,082 | |||
| Problem-solving | Equal variances assumed | ,009 | ,925 | -2,776 | 67 | ,004 | ,007 | -,460 | ,166 | -,791 | -,129 |
| Equal variances not assumed | -2,917 | 63,877 | ,002 | ,005 | -,460 | ,158 | -,776 | -,145 | |||
| Leadership | Equal variances assumed | ,122 | ,728 | -,133 | 67 | ,447 | ,895 | -,026 | ,199 | -,424 | ,371 |
| Equal variances not assumed | -,130 | 51,359 | ,449 | ,897 | -,026 | ,204 | -,436 | ,383 | |||
| Creativity | Equal variances assumed | 2,996 | ,088 | -1,963 | 67 | ,027 | ,054 | -,320 | ,163 | -,646 | ,005 |
| Equal variances not assumed | -2,066 | 64,061 | ,021 | ,043 | -,320 | ,155 | -,630 | -,011 | |||
| Adaptability | Equal variances assumed | ,638 | ,427 | -1,754 | 67 | ,042 | ,084 | -,399 | ,228 | -,854 | ,055 |
| Equal variances not assumed | -1,848 | 64,201 | ,035 | ,069 | -,399 | ,216 | -,831 | ,032 | |||
| Team spirit | Equal variances assumed | ,918 | ,341 | -2,643 | 67 | ,005 | ,010 | -,556 | ,210 | -,975 | -,136 |
| Equal variances not assumed | -2,815 | 65,442 | ,003 | ,006 | -,556 | ,197 | -,950 | -,161 | |||
| Lifelong learning | Equal variances assumed | ,397 | ,531 | ,829 | 67 | ,205 | ,410 | ,206 | ,249 | -,291 | ,703 |
| Equal variances not assumed | ,796 | 48,211 | ,215 | ,430 | ,206 | ,259 | -,315 | ,728 | |||
| Entrepreneurial skills | Equal variances assumed | 3,861 | ,054 | 1,494 | 67 | ,070 | ,140 | ,331 | ,221 | -,111 | ,773 |
| Equal variances not assumed | 1,398 | 43,791 | ,085 | ,169 | ,331 | ,237 | -,146 | ,808 | |||
| School equipment | Equal variances assumed | 5,351 | ,024 | -,933 | 67 | ,177 | ,354 | -,272 | ,292 | -,855 | ,311 |
| Equal variances not assumed | -,867 | 42,762 | ,195 | ,391 | -,272 | ,314 | -,906 | ,361 | |||
| Preparation time | Equal variances assumed | ,902 | ,346 | -2,387 | 67 | ,010 | ,020 | -,540 | ,226 | -,991 | -,088 |
| Equal variances not assumed | -2,452 | 60,412 | ,009 | ,017 | -,540 | ,220 | -,980 | -,100 | |||
| Time spent by students | Equal variances assumed | ,039 | ,845 | -,858 | 67 | ,197 | ,394 | -,196 | ,228 | -,651 | ,260 |
| Equal variances not assumed | -,879 | 59,832 | ,192 | ,383 | -,196 | ,223 | -,642 | ,250 | |||
| Knowledge in all STEM fields | Equal variances assumed | 1,998 | ,162 | -4,071 | 67 | <,001 | <,001 | -1,138 | ,279 | -1,695 | -,580 |
| Equal variances not assumed | -3,817 | 44,114 | <,001 | <,001 | -1,138 | ,298 | -1,738 | -,537 | |||
4. Discussion
- Difficulty establishing an interdisciplinary relation [24]
- Excessive student number per class [24]
- Curriculum structure [24]
- Mobilization of the administration to ensure appropriate teacher training [29]
- Cultivating students’ interest [26].
- Experiential approach [26].
- Adapting the teaching practice to students’ levels of knowledge [26].
- Safety during experiments [26].
- Teachers acquired their knowledge of STEM education on their own initiative, so they had a personal interest.
- Most of them believe that they can do it if they can implement it.
- They see the lack of preparation time for pupils as a major obstacle.
- Teachers also lack the time to prepare a STEM seminar.
- They believe that STEM education can be applied to all levels of education, starting from primary school. Taking into account the data from the international literature, according to which students can acquire motivation towards the respective professions through their participation in competitions and extracurricular activities [4].
- (1)
- The participation of students in STEM competitions, a preparation that can be done in the course of Skills Workshops, a course taught from the first to the third year of high school. The aim of the course is to develop 21st century skills, but it is not possible to prepare for a competition during the course.
- (2)
- Changing the Skills Labs course from one lesson to two lessons per week.
- (3)
- The organization of seminars on STEM education by the IEP, which in the past has organized seminars on topics such as differentiated teaching and teacher involvement, has been very successful. The responses of the teachers in the present research show the positive attitude of the teachers towards STEM education, but also their intention to develop it.
5. Conclusions
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| Frequency | Percent | Valid Percent | Cumulative Percent | ||
| Valid | Male | 18 | 20,0 | 20,0 | 20,0 |
| Female | 72 | 80,0 | 80,0 | 100,0 | |
| Total | 90 | 100,0 | 100,0 | ||
| Frequency | Percent | Valid Percent | Cumulative Percent | ||
| Valid | 23-40 | 39 | 43,3 | 43,3 | 43,3 |
| 40-65 | 51 | 56,7 | 56,7 | 100,0 | |
| Total | 90 | 100,0 | 100,0 | ||
| Frequency | Percent | Valid Percent | Cumulative Percent | ||
| Valid | First degree/Bachelor’s | 32 | 35,6 | 35,6 | 35,6 |
| Master’s/Doctorate | 58 | 64,4 | 64,4 | 100,0 | |
| Total | 90 | 100,0 | 100,0 | ||
| Frequency | Percent | Valid Percent | Cumulative Percent | ||
| Valid | 0-10 | 42 | 46,7 | 46,7 | 46,7 |
| 10-35 | 48 | 53,3 | 53,3 | 100,0 | |
| Total | 90 | 100,0 | 100,0 | ||
| Frequency | Percent | Valid Percent | Cumulative Percent | ||
| Valid | Primary | 36 | 40,0 | 40,0 | 40,0 |
| Secondary | 54 | 60,0 | 60,0 | 100,0 | |
| Total | 90 | 100,0 | 100,0 | ||
| Frequency | Percent | Valid Percent | Cumulative Percent | ||
| Valid | Public | 76 | 84,4 | 84,4 | 84,4 |
| Private | 14 | 15,6 | 15,6 | 100,0 | |
| Total | 90 | 100,0 | 100,0 | ||
| Frequency | Percent | Valid Percent | Cumulative Percent | ||
| Valid | Humanities | 31 | 34,4 | 44,9 | 44,9 |
| Science | 22 | 24,4 | 31,9 | 76,8 | |
| Engineering | 1 | 1,1 | 1,4 | 78,3 | |
| Technology | 4 | 4,4 | 5,8 | 84,1 | |
| Arts | 3 | 3,3 | 4,3 | 88,4 | |
| Other | 8 | 8,9 | 11,6 | 100,0 | |
| Total | 69 | 76,7 | 100,0 | ||
| Missing | System | 21 | 23,3 | ||
| Total | 90 | 100,0 | |||
| Frequency | Percent | Valid Percent | Cumulative Percent | ||
| Valid | Interdisciplinarity | 16 | 17,8 | 17,8 | 17,8 |
| Combination of fields | 61 | 67,8 | 67,8 | 85,6 | |
| Holistic approach | 13 | 14,4 | 14,4 | 100,0 | |
| Total | 90 | 100,0 | 100,0 | ||
| DSF | STEM education is : | Total | ||||
| Interdisciplinarity | Combination of fields | Holistic approach | ||||
| Level | Primary | Count | 4 | 23 | 9 | 36 |
| Expected Count | 6,4 | 24,4 | 5,2 | 36,0 | ||
| % within Level | 11,1% | 63,9% | 25,0% | 100,0% | ||
| % within STEM education is: | 25,0% | 37,7% | 69,2% | 40,0% | ||
| % of Total | 4,4% | 25,6% | 10,0% | 40,0% | ||
| Secondary | Count | 12 | 38 | 4 | 54 | |
| Expected Count | 9,6 | 36,6 | 7,8 | 54,0 | ||
| % within Level | 22,2% | 70,4% | 7,4% | 100,0% | ||
| % within STEM education is: | 75,0% | 62,3% | 30,8% | 60,0% | ||
| % of Total | 13,3% | 42,2% | 4,4% | 60,0% | ||
| Total | Count | 16 | 61 | 13 | 90 | |
| Expected Count | 16,0 | 61,0 | 13,0 | 90,0 | ||
| % within Level | 17,8% | 67,8% | 14,4% | 100,0% | ||
| % within STEM education is: | 100,0% | 100,0% | 100,0% | 100,0% | ||
| % of Total | 17,8% | 67,8% | 14,4% | 100,0% | ||
| Value | df | Asymptotic Significance (2-sided) | |
| Pearson Chi-Square | 6,262a | 2 | ,044 |
| Likelihood Ratio | 6,262 | 2 | ,044 |
| Linear-by-Linear Association | 5,481 | 1 | ,019 |
| N of Valid Cases | 90 |
| Frequency | Percent | Valid Percent | Cumulative Percent | ||
| Valid | Yes | 62 | 68,9 | 68,9 | 68,9 |
| Maybe | 27 | 30,0 | 30,0 | 98,9 | |
| No | 1 | 1,1 | 1,1 | 100,0 | |
| Total | 90 | 100,0 | 100,0 | ||
| Frequency | Percent | Valid Percent | Cumulative Percent | ||
| Valid | Yes | 61 | 67,8 | 67,8 | 67,8 |
| Maybe | 23 | 25,6 | 25,6 | 93,3 | |
| No | 6 | 6,7 | 6,7 | 100,0 | |
| Total | 90 | 100,0 | 100,0 | ||
| Frequency | Percent | Valid Percent | Cumulative Percent | ||
| Valid | Yes | 83 | 92,2 | 92,2 | 92,2 |
| Maybe | 7 | 7,8 | 7,8 | 100,0 | |
| Total | 90 | 100,0 | 100,0 | ||
| Frequency | Percent | Valid Percent | Cumulative Percent | ||
| Valid | Yes | 69 | 76,7 | 76,7 | 76,7 |
| Maybe | 20 | 22,2 | 22,2 | 98,9 | |
| No | 1 | 1,1 | 1,1 | 100,0 | |
| Total | 90 | 100,0 | 100,0 | ||
| Frequency | Percent | Valid Percent | Cumulative Percent | ||
| Valid | Yes | 26 | 28,9 | 28,9 | 28,9 |
| No | 64 | 71,1 | 71,1 | 100,0 | |
| Total | 90 | 100,0 | 100,0 | ||
| Possession of required knowledge | Total | ||||
| YES | NO | ||||
| Level of education | Primary | Count | 13 | 23 | 36 |
| Expected Count | 10,4 | 25,6 | 36,0 | ||
| % within Level | 36,1% | 63,9% | 100,0% | ||
| % within Do you possess the required knowledge? | 50,0% | 35,9% | 40,0% | ||
| % of Total | 14,4% | 25,6% | 40,0% | ||
| Secondary | Count | 13 | 41 | 54 | |
| Expected Count | 15,6 | 38,4 | 54,0 | ||
| % within Level | 24,1% | 75,9% | 100,0% | ||
| % within Do you possess the required knowledge? | 50,0% | 64,1% | 60,0% | ||
| % of Total | 14,4% | 45,6% | 60,0% | ||
| Total | Count | 26 | 64 | 90 | |
| Expected Count | 26,0 | 64,0 | 90,0 | ||
| % within Level | 28,9% | 71,1% | 100,0% | ||
| % within Do you possess the required knowledge? | 100,0% | 100,0% | 100,0% | ||
| % of Total | 28,9% | 71,1% | 100,0% | ||
| Value | df | Asymptotic Significance (2-sided) | Exact Sig. (2-sided) | Exact Sig. (1-sided) | |
| Pearson Chi-Square | 1,523a | 1 | ,217 | ||
| Continuity Correctionb | ,994 | 1 | ,319 | ||
| Likelihood Ratio | 1,507 | 1 | ,220 | ||
| Fisher's Exact Test | ,242 | ,159 | |||
| Linear-by-Linear Association | 1,507 | 1 | ,220 | ||
| N of Valid Cases | 90 | ||||
| a. 0 cells (,0%) have expected count less than 5. The minimum expected count is 10,40. | |||||
| b. Computed only for a 2x2 table | |||||
| Frequency | Percent | Valid Percent | Cumulative Percent | ||
| Valid | Training offered at school | 1 | 1,1 | 1,2 | 1,2 |
| Training outside of the school/own initiative | 29 | 32,2 | 33,7 | 34,9 | |
| Internet | 22 | 24,4 | 25,6 | 60,5 | |
| Bibliography | 5 | 5,6 | 5,8 | 66,3 | |
| Acquaintances | 4 | 4,4 | 4,7 | 70,9 | |
| No knowledge | 25 | 27,8 | 29,1 | 100,0 | |
| Total | 86 | 95,6 | 100,0 | ||
| Missing | System | 4 | 4,4 | ||
| Total | 90 | 100,0 | |||
| Critical thinking | Problem-solving | Leadership | Creativity | Adaptability | Team spirit | Lifelong learning | Entrepreneurial skills | ||
| N | Valid | 90 | 90 | 90 | 90 | 90 | 90 | 90 | 90 |
| Missing | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Mean | 4,22 | 4,31 | 3,72 | 4,47 | 4,02 | 4,21 | 4,08 | 3,97 | |
| Std. Deviation | ,683 | ,664 | ,765 | ,640 | ,924 | ,868 | ,951 | ,867 | |
| School equipment | Preparation time | Time spent by students | Knowledge in all the fields | ||
| N | Valid | 90 | 90 | 90 | 90 |
| Missing | 0 | 0 | 0 | 0 | |
| Mean | 2,41 | 2,54 | 3,04 | 2,53 | |
| Std. Deviation | 1,198 | 1,051 | ,935 | 1,229 | |
| Group Statistics | |||||
| . | Gender | N | Mean | Std. Deviation | Std. Error Mean |
| Critical thinking | Male | 18 | 4,11 | ,676 | ,159 |
| Female | 72 | 4,25 | ,687 | ,081 | |
| Problem-solving | Male | 18 | 4,17 | ,786 | ,185 |
| Female | 72 | 4,35 | ,632 | ,074 | |
| Leadership | Male | 18 | 3,44 | ,856 | ,202 |
| Female | 72 | 3,79 | ,730 | ,086 | |
| Creativity | Male | 18 | 4,28 | ,752 | ,177 |
| Female | 72 | 4,51 | ,605 | ,071 | |
| Adaptability | Male | 18 | 3,83 | ,786 | ,185 |
| Female | 72 | 4,07 | ,954 | ,112 | |
| Team spirit | Male | 18 | 4,00 | ,970 | ,229 |
| Female | 72 | 4,26 | ,839 | ,099 | |
| Lifelong learning | Male | 18 | 3,72 | 1,320 | ,311 |
| Female | 72 | 4,17 | ,822 | ,097 | |
| Entrepreneurial skills | Male | 18 | 3,83 | 1,150 | ,271 |
| Female | 72 | 4,00 | ,787 | ,093 | |
| School equipment | Male | 18 | 2,67 | 1,328 | ,313 |
| Female | 72 | 2,35 | 1,165 | ,137 | |
| Preparation time | Male | 18 | 2,33 | ,840 | ,198 |
| Female | 72 | 2,60 | 1,096 | ,129 | |
| Time spent by students | Male | 18 | 2,83 | ,857 | ,202 |
| Female | 72 | 3,10 | ,952 | ,112 | |
| Knowledge in all STEM fields | Male | 18 | 2,72 | 1,227 | ,289 |
| Female | 72 | 2,49 | 1,233 | ,145 | |
| Levene's Test for Equality of Variances | t-test for Equality of Means | ||||||||||
| F | Sig. | t | df | Significance | Mean Difference | Std. Error Difference | 95% Confidence Interval of the Difference | ||||
| One-Sided p | Two-Sided p | Lower | Upper | ||||||||
| Critical thinking | Equal variances assumed | ,819 | ,368 | -,770 | 88 | ,222 | ,444 | -,139 | ,180 | -,498 | ,220 |
| Equal variances not assumed | -,777 | 26,475 | ,222 | ,444 | -,139 | ,179 | -,506 | ,228 | |||
| Problem-solving | Equal variances assumed | 1,382 | ,243 | -1,032 | 88 | ,153 | ,305 | -,181 | ,175 | -,528 | ,167 |
| Equal variances not assumed | -,904 | 22,790 | ,188 | ,375 | -,181 | ,200 | -,594 | ,233 | |||
| Leadership | Equal variances assumed | 1,131 | ,290 | -1,742 | 88 | ,042 | ,085 | -,347 | ,199 | -,743 | ,049 |
| Equal variances not assumed | -1,584 | 23,571 | ,063 | ,127 | -,347 | ,219 | -,800 | ,106 | |||
| Creativity | Equal variances assumed | 1,619 | ,207 | -1,409 | 88 | ,081 | ,162 | -,236 | ,168 | -,569 | ,097 |
| Equal variances not assumed | -1,236 | 22,805 | ,115 | ,229 | -,236 | ,191 | -,631 | ,159 | |||
| Adaptability | Equal variances assumed | ,901 | ,345 | -,970 | 88 | ,167 | ,335 | -,236 | ,244 | -,720 | ,248 |
| Equal variances not assumed | -1,090 | 30,838 | ,142 | ,284 | -,236 | ,217 | -,678 | ,206 | |||
| Team spirit | Equal variances assumed | ,426 | ,516 | -1,156 | 88 | ,125 | ,251 | -,264 | ,228 | -,717 | ,190 |
| Equal variances not assumed | -1,059 | 23,754 | ,150 | ,300 | -,264 | ,249 | -,778 | ,251 | |||
| Lifelong learning | Equal variances assumed | 11,203 | ,001 | -1,796 | 88 | ,038 | ,076 | -,444 | ,247 | -,936 | ,047 |
| Equal variances not assumed | -1,364 | 20,413 | ,094 | ,187 | -,444 | ,326 | -1,123 | ,234 | |||
| Entrepreneurial skills | Equal variances assumed | 5,128 | ,026 | -,728 | 88 | ,234 | ,469 | -,167 | ,229 | -,622 | ,289 |
| Equal variances not assumed | -,582 | 21,144 | ,284 | ,567 | -,167 | ,287 | -,762 | ,429 | |||
| School equipment | Equal variances assumed | ,103 | ,749 | 1,012 | 88 | ,157 | ,314 | ,319 | ,316 | -,308 | ,947 |
| Equal variances not assumed | ,934 | 23,950 | ,180 | ,359 | ,319 | ,342 | -,386 | 1,025 | |||
| Preparation time | Equal variances assumed | 1,562 | ,215 | -,952 | 88 | ,172 | ,344 | -,264 | ,277 | -,815 | ,287 |
| Equal variances not assumed | -1,116 | 33,113 | ,136 | ,272 | -,264 | ,236 | -,745 | ,217 | |||
| Time spent by students | Equal variances assumed | ,318 | ,574 | -1,072 | 88 | ,143 | ,287 | -,264 | ,246 | -,753 | ,225 |
| Equal variances not assumed | -1,142 | 28,439 | ,132 | ,263 | -,264 | ,231 | -,737 | ,209 | |||
| Knowledge in all STEM fields | Equal variances assumed | ,146 | ,704 | ,727 | 88 | ,235 | ,469 | ,236 | ,325 | -,409 | ,881 |
| Equal variances not assumed | ,729 | 26,264 | ,236 | ,472 | ,236 | ,324 | -,429 | ,901 | |||
| Prior experience | N | Mean | Std. Deviation | Std. Error Mean | |
| Critical thinking | 0-10 | 42 | 4,17 | ,660 | ,102 |
| 10-30 | 48 | 4,27 | ,707 | ,102 | |
| Problem-solving | 0-10 | 42 | 4,21 | ,717 | ,111 |
| 10-30 | 48 | 4,40 | ,610 | ,088 | |
| Leadership | 0-10 | 42 | 3,67 | ,754 | ,116 |
| 10-30 | 48 | 3,77 | ,778 | ,112 | |
| Creativity | 0-10 | 42 | 4,50 | ,672 | ,104 |
| 10-30 | 48 | 4,44 | ,616 | ,089 | |
| Adaptability | 0-10 | 42 | 4,02 | ,950 | ,147 |
| 10-30 | 48 | 4,02 | ,911 | ,131 | |
| Team spirit | 0-10 | 42 | 4,33 | ,816 | ,126 |
| 10-30 | 48 | 4,10 | ,905 | ,131 | |
| Lifelong learning | 0-10 | 42 | 4,24 | ,821 | ,127 |
| 10-30 | 48 | 3,94 | 1,040 | ,150 | |
| Entrepreneurial skills | 0-10 | 42 | 3,98 | ,841 | ,130 |
| 10-30 | 48 | 3,96 | ,898 | ,130 | |
| School equipment | 0-10 | 42 | 2,10 | ,983 | ,152 |
| 10-30 | 48 | 2,69 | 1,307 | ,189 | |
| Preparation time | 0-10 | 42 | 2,36 | ,932 | ,144 |
| 10-30 | 48 | 2,71 | 1,129 | ,163 | |
| Time spent by students | 0-10 | 42 | 2,98 | ,897 | ,138 |
| 10-30 | 48 | 3,10 | ,973 | ,140 | |
| Knowledge in all STEM fields | 0-10 | 42 | 2,36 | 1,226 | ,189 |
| 10-30 | 48 | 2,69 | 1,223 | ,177 |
| . | Levene's Test for Equality of Variances | t-test for Equality of Means | |||||||||
| F | Sig. | t | df | Significance | Mean Difference | Std. Error Difference | 95% Confidence Interval of the Difference | ||||
| One-Sided p | Two-Sided p | Lower | Upper | ||||||||
| Critical thinking | Equal variances assumed | 1,337 | ,251 | -,720 | 88 | ,237 | ,474 | -,104 | ,145 | -,392 | ,184 |
| Equal variances not assumed | -,723 | 87,620 | ,236 | ,472 | -,104 | ,144 | -,391 | ,182 | |||
| Problem-solving | Equal variances assumed | ,010 | ,920 | -1,298 | 88 | ,099 | ,198 | -,182 | ,140 | -,459 | ,096 |
| Equal variances not assumed | -1,284 | 81,022 | ,101 | ,203 | -,182 | ,141 | -,463 | ,100 | |||
| Leadership | Equal variances assumed | ,060 | ,806 | -,643 | 88 | ,261 | ,522 | -,104 | ,162 | -,426 | ,218 |
| Equal variances not assumed | -,644 | 87,062 | ,261 | ,521 | -,104 | ,162 | -,426 | ,217 | |||
| Creativity | Equal variances assumed | ,338 | ,562 | ,460 | 88 | ,323 | ,646 | ,063 | ,136 | -,207 | ,332 |
| Equal variances not assumed | ,458 | 83,885 | ,324 | ,648 | ,063 | ,137 | -,209 | ,334 | |||
| Adaptability | Equal variances assumed | ,111 | ,739 | ,015 | 88 | ,494 | ,988 | ,003 | ,196 | -,387 | ,393 |
| Equal variances not assumed | ,015 | 85,331 | ,494 | ,988 | ,003 | ,197 | -,388 | ,394 | |||
| Team spirit | Equal variances assumed | ,011 | ,917 | 1,254 | 88 | ,107 | ,213 | ,229 | ,183 | -,134 | ,592 |
| Equal variances not assumed | 1,263 | 87,908 | ,105 | ,210 | ,229 | ,181 | -,131 | ,590 | |||
| Lifelong learning | Equal variances assumed | 1,357 | ,247 | 1,507 | 88 | ,068 | ,135 | ,301 | ,199 | -,096 | ,697 |
| Equal variances not assumed | 1,531 | 87,125 | ,065 | ,129 | ,301 | ,196 | -,090 | ,691 | |||
| Entrepreneurial skills | Equal variances assumed | ,000 | ,996 | ,097 | 88 | ,461 | ,923 | ,018 | ,184 | -,348 | ,384 |
| Equal variances not assumed | ,097 | 87,584 | ,461 | ,923 | ,018 | ,183 | -,347 | ,382 | |||
| School equipment | Equal variances assumed | 6,942 | ,010 | -2,401 | 88 | ,009 | ,018 | -,592 | ,247 | -1,082 | -,102 |
| Equal variances not assumed | -2,446 | 86,138 | ,008 | ,016 | -,592 | ,242 | -1,074 | -,111 | |||
| Preparation time | Equal variances assumed | 1,249 | ,267 | -1,595 | 88 | ,057 | ,114 | -,351 | ,220 | -,789 | ,086 |
| Equal variances not assumed | -1,616 | 87,725 | ,055 | ,110 | -,351 | ,217 | -,783 | ,081 | |||
| Time spent by students | Equal variances assumed | ,035 | ,852 | -,646 | 88 | ,260 | ,520 | -,128 | ,198 | -,522 | ,266 |
| Equal variances not assumed | -,649 | 87,747 | ,259 | ,518 | -,128 | ,197 | -,520 | ,264 | |||
| Knowledge in all STEM fields | Equal variances assumed | ,069 | ,794 | -1,277 | 88 | ,103 | ,205 | -,330 | ,259 | -,845 | ,184 |
| Equal variances not assumed | -1,277 | 86,364 | ,103 | ,205 | -,330 | ,259 | -,845 | ,184 | |||
| Level of education | N | Mean | Std. Deviation | Std. Error Mean | |
| Critical thinking | Primary | 36 | 4,31 | ,710 | ,118 |
| Secondary | 54 | 4,17 | ,666 | ,091 | |
| Problem-solving | Primary | 36 | 4,28 | ,741 | ,124 |
| Secondary | 54 | 4,33 | ,614 | ,084 | |
| Leadership | Primary | 36 | 3,78 | ,722 | ,120 |
| Secondary | 54 | 3,69 | ,797 | ,108 | |
| Creativity | Primary | 36 | 4,50 | ,561 | ,093 |
| Secondary | 54 | 4,44 | ,691 | ,094 | |
| Adaptability | Primary | 36 | 4,08 | ,906 | ,151 |
| Secondary | 54 | 3,98 | ,942 | ,128 | |
| Team spirit | Primary | 36 | 4,03 | ,941 | ,157 |
| Secondary | 54 | 4,33 | ,801 | ,109 | |
| Lifelong learning | Primary | 36 | 4,19 | ,749 | ,125 |
| Secondary | 54 | 4,00 | 1,064 | ,145 | |
| Entrepreneurial skills | Primary | 36 | 4,03 | ,736 | ,123 |
| Secondary | 54 | 3,93 | ,949 | ,129 | |
| School equipment | Primary | 36 | 2,39 | 1,178 | ,196 |
| Secondary | 54 | 2,43 | 1,222 | ,166 | |
| Preparation time | Primary | 36 | 2,72 | 1,111 | ,185 |
| Secondary | 54 | 2,43 | 1,002 | ,136 | |
| Time spent by students | Primary | 36 | 3,06 | ,955 | ,159 |
| Secondary | 54 | 3,04 | ,931 | ,127 | |
| Knowledge in all STEM fields | Primary | 36 | 2,64 | 1,150 | ,192 |
| Secondary | 54 | 2,46 | 1,284 | ,175 |
| Levene's Test for Equality of Variances | t-test for Equality of Means | ||||||||||
| F | Sig. | t | df | Significance | Mean Difference | Std. Error Difference | 95% Confidence Interval of the Difference | ||||
| One-Sided p | Two-Sided p | Lower | Upper | ||||||||
| Critical thinking | Equal variances assumed | 1,298 | ,258 | ,944 | 88 | ,174 | ,348 | ,139 | ,147 | -,153 | ,431 |
| Equal variances not assumed | ,932 | 71,789 | ,177 | ,354 | ,139 | ,149 | -,158 | ,436 | |||
| Problem-solving | Equal variances assumed | ,638 | ,427 | -,387 | 88 | ,350 | ,700 | -,056 | ,144 | -,341 | ,230 |
| Equal variances not assumed | -,372 | 65,353 | ,355 | ,711 | -,056 | ,149 | -,353 | ,242 | |||
| Leadership | Equal variances assumed | ,545 | ,462 | ,561 | 88 | ,288 | ,577 | ,093 | ,165 | -,236 | ,421 |
| Equal variances not assumed | ,572 | 80,085 | ,285 | ,569 | ,093 | ,162 | -,230 | ,415 | |||
| Creativity | Equal variances assumed | 2,658 | ,107 | ,402 | 88 | ,344 | ,689 | ,056 | ,138 | -,219 | ,330 |
| Equal variances not assumed | ,419 | 84,553 | ,338 | ,676 | ,056 | ,133 | -,208 | ,319 | |||
| Adaptability | Equal variances assumed | ,170 | ,681 | ,510 | 88 | ,306 | ,611 | ,102 | ,200 | -,295 | ,499 |
| Equal variances not assumed | ,514 | 77,117 | ,304 | ,609 | ,102 | ,198 | -,293 | ,496 | |||
| Team spirit | Equal variances assumed | ,010 | ,919 | -1,653 | 88 | ,051 | ,102 | -,306 | ,185 | -,673 | ,062 |
| Equal variances not assumed | -1,600 | 66,715 | ,057 | ,114 | -,306 | ,191 | -,687 | ,076 | |||
| Lifelong learning | Equal variances assumed | 1,324 | ,253 | ,950 | 88 | ,172 | ,345 | ,194 | ,205 | -,212 | ,601 |
| Equal variances not assumed | 1,017 | 87,698 | ,156 | ,312 | ,194 | ,191 | -,186 | ,574 | |||
| Entrepreneurial skills | Equal variances assumed | 2,729 | ,102 | ,544 | 88 | ,294 | ,588 | ,102 | ,187 | -,270 | ,474 |
| Equal variances not assumed | ,572 | 85,880 | ,284 | ,569 | ,102 | ,178 | -,252 | ,456 | |||
| School equipment | Equal variances assumed | ,013 | ,911 | -,143 | 88 | ,443 | ,887 | -,037 | ,259 | -,552 | ,478 |
| Equal variances not assumed | -,144 | 77,072 | ,443 | ,886 | -,037 | ,257 | -,549 | ,475 | |||
| Preparation time | Equal variances assumed | ,161 | ,689 | 1,316 | 88 | ,096 | ,192 | ,296 | ,225 | -,151 | ,744 |
| Equal variances not assumed | 1,288 | 69,696 | ,101 | ,202 | ,296 | ,230 | -,162 | ,755 | |||
| Time spent by students | Equal variances assumed | ,044 | ,834 | ,092 | 88 | ,464 | ,927 | ,019 | ,202 | -,384 | ,421 |
| Equal variances not assumed | ,091 | 73,848 | ,464 | ,928 | ,019 | ,203 | -,387 | ,424 | |||
| Knowledge in all STEM fields | Equal variances assumed | 1,226 | ,271 | ,663 | 88 | ,254 | ,509 | ,176 | ,265 | -,351 | ,703 |
| Equal variances not assumed | ,678 | 80,594 | ,250 | ,500 | ,176 | ,259 | -,340 | ,692 | |||
| Employer | N | Mean | Std. Deviation | Std. Error Mean | |
| Critical thinking | Public | 76 | 4,17 | ,681 | ,078 |
| Private | 14 | 4,50 | ,650 | ,174 | |
| Problem-solving | Public | 76 | 4,28 | ,665 | ,076 |
| Private | 14 | 4,50 | ,650 | ,174 | |
| Leadership | Public | 76 | 3,70 | ,749 | ,086 |
| Private | 14 | 3,86 | ,864 | ,231 | |
| Creativity | Public | 76 | 4,42 | ,659 | ,076 |
| Private | 14 | 4,71 | ,469 | ,125 | |
| Adaptability | Public | 76 | 3,99 | ,959 | ,110 |
| Private | 14 | 4,21 | ,699 | ,187 | |
| Team spirit | Public | 76 | 4,21 | ,853 | ,098 |
| Private | 14 | 4,21 | ,975 | ,261 | |
| Lifelong learning | Public | 76 | 4,13 | ,869 | ,100 |
| Private | 14 | 3,79 | 1,311 | ,350 | |
| Entrepreneurial skills | Public | 76 | 3,99 | ,808 | ,093 |
| Private | 14 | 3,86 | 1,167 | ,312 | |
| School equipment | Public | 76 | 2,30 | 1,083 | ,124 |
| Private | 14 | 3,00 | 1,617 | ,432 | |
| Preparation time | Public | 76 | 2,53 | 1,101 | ,126 |
| Private | 14 | 2,64 | ,745 | ,199 | |
| Time spent by students | Public | 76 | 3,07 | ,943 | ,108 |
| Private | 14 | 2,93 | ,917 | ,245 | |
| Knowledge in all STEM fields | Public | 76 | 2,38 | 1,188 | ,136 |
| Private | 14 | 3,36 | 1,151 | ,308 |
| Levene's Test for Equality of Variances | t-test for Equality of Means | ||||||||||
| F | Sig. | t | df | Significance | Mean Difference | Std. Error Difference | 95% Confidence Interval of the Difference | ||||
| One-Sided p | Two-Sided p | Lower | Upper | ||||||||
| Critical thinking | Equal variances assumed | ,054 | ,817 | -1,672 | 88 | ,049 | ,098 | -,329 | ,197 | -,720 | ,062 |
| Equal variances not assumed | -1,726 | 18,647 | ,050 | ,101 | -,329 | ,191 | -,728 | ,070 | |||
| Problem-solving | Equal variances assumed | ,035 | ,852 | -1,160 | 88 | ,125 | ,249 | -,224 | ,193 | -,607 | ,160 |
| Equal variances not assumed | -1,178 | 18,375 | ,127 | ,254 | -,224 | ,190 | -,622 | ,175 | |||
| Leadership | Equal variances assumed | ,004 | ,952 | -,716 | 88 | ,238 | ,476 | -,160 | ,223 | -,603 | ,283 |
| Equal variances not assumed | -,648 | 16,785 | ,263 | ,526 | -,160 | ,246 | -,680 | ,361 | |||
| Creativity | Equal variances assumed | 5,789 | ,018 | -1,590 | 88 | ,058 | ,115 | -,293 | ,184 | -,660 | ,073 |
| Equal variances not assumed | -2,004 | 23,627 | ,028 | ,057 | -,293 | ,146 | -,595 | ,009 | |||
| Adaptability | Equal variances assumed | ,633 | ,428 | -,845 | 88 | ,200 | ,400 | -,227 | ,269 | -,762 | ,307 |
| Equal variances not assumed | -1,049 | 23,089 | ,153 | ,305 | -,227 | ,217 | -,676 | ,221 | |||
| Team spirit | Equal variances assumed | ,321 | ,573 | -,015 | 88 | ,494 | ,988 | -,004 | ,254 | -,508 | ,501 |
| Equal variances not assumed | -,014 | 16,871 | ,495 | ,989 | -,004 | ,278 | -,591 | ,584 | |||
| Lifelong learning | Equal variances assumed | 4,058 | ,047 | 1,255 | 88 | ,106 | ,213 | ,346 | ,276 | -,202 | ,894 |
| Equal variances not assumed | ,949 | 15,173 | ,179 | ,357 | ,346 | ,364 | -,430 | 1,122 | |||
| Entrepreneurial skills | Equal variances assumed | 1,579 | ,212 | ,512 | 88 | ,305 | ,610 | ,130 | ,253 | -,373 | ,633 |
| Equal variances not assumed | ,399 | 15,376 | ,348 | ,696 | ,130 | ,325 | -,563 | ,822 | |||
| School equipment | Equal variances assumed | 9,318 | ,003 | -2,036 | 88 | ,022 | ,045 | -,697 | ,342 | -1,378 | -,017 |
| Equal variances not assumed | -1,551 | 15,220 | ,071 | ,142 | -,697 | ,450 | -1,655 | ,260 | |||
| Preparation time | Equal variances assumed | 3,222 | ,076 | -,379 | 88 | ,353 | ,705 | -,117 | ,307 | -,727 | ,494 |
| Equal variances not assumed | -,494 | 24,873 | ,313 | ,625 | -,117 | ,236 | -,602 | ,369 | |||
| Time spent by students | Equal variances assumed | ,070 | ,792 | ,502 | 88 | ,308 | ,617 | ,137 | ,273 | -,406 | ,680 |
| Equal variances not assumed | ,512 | 18,437 | ,307 | ,615 | ,137 | ,268 | -,425 | ,699 | |||
| Knowledge in all STEM fields | Equal variances assumed | ,369 | ,545 | -2,836 | 88 | ,003 | ,006 | -,976 | ,344 | -1,659 | -,292 |
| Equal variances not assumed | -2,900 | 18,487 | ,005 | ,009 | -,976 | ,336 | -1,681 | -,270 | |||
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