Towards a Sustainable Future: Evaluating the Ability of STEM-Based Teaching in Achieving Sustainable Development Goals in Learning
Abstract
:1. Introduction
1.1. Educational Literature and Previous Studies
1.1.1. Sustainable Development Goals for Learning
1.1.2. Teaching according to the STEM Approach
1.2. The Study Problem
- What is the extent of the ability of teaching according to the STEM approach to achieving the goals of sustainable development in education from the point of view of educators?
- What are the primary goals to prioritize when implementing teaching using the STEM approach?
- Are there any significant differences in educators’ perspectives regarding the ability of teaching according to the STEM approach to achieve the goals of sustainable development in education based on gender and between supervisors and teachers?
1.3. The Importance of the Study
2. Methodology
2.1. Population and Sampling
2.2. Study Tools
2.3. Verifying the Validity and Reliability
2.3.1. Rasch Model Analysis
2.3.2. Confirmatory Factor Analysis (CFA)
3. Results
4. Discussion
5. Recommendations and Future Directions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Items | Model S.E | Infit | Outfit | Pt-Measure CORR | ||
---|---|---|---|---|---|---|
MNSQ | ZSTD | MNSQ | STD | |||
PT3 | 0.06 | 1.20 | 1.9 | 1.15 | 1.7 | 0.47 |
PT4 | 0.06 | 1.14 | 1.8 | 1.10 | 1.5 | 0.49 |
PT1 | 0.05 | 1.21 | 1.9 | 1.18 | 1.8 | 0.51 |
LT4 | 0.05 | 1.14 | 1.8 | 1.28 | 1.9 | 0.53 |
PT8 | 0.05 | 1.18 | 1.7 | 1.30 | 1.9 | 0.54 |
PT7 | 0.06 | 1.11 | 1.2 | 1.10 | 1.5 | 0.54 |
LT2 | 0.05 | 1.04 | 0.9 | 1.04 | 0.7 | 0.57 |
PT2 | 0.05 | 0.97 | 0.7 | 0.96 | −0.5 | 0.59 |
PT6 | 0.05 | 0.95 | 0.4 | 1.04 | 0.6 | 0.59 |
TP2 | 0.05 | 0.97 | 0.3 | 0.91 | −1.3 | 0.60 |
PT11 | 0.06 | 0.99 | 0.8 | 0.97 | −0.5 | 0.60 |
PT9 | 0.05 | 1.08 | 0.4 | 0.98 | −0.3 | 0.60 |
TP1 | 0.05 | 0.96 | −0.5 | 1.09 | 1.3 | 0.60 |
TP3 | 0.05 | 0.84 | −0.9 | 0.97 | −0.4 | 0.64 |
PT10 | 0.06 | 0.84 | −1.4 | 0.86 | −1.6 | 0.66 |
LT3 | 0.05 | 0.79 | −1.5 | 0.85 | −1.8 | 0.66 |
PT5 | 0.05 | 0.72 | −1.6 | 0.72 | −1.8 | 0.69 |
LT1 | 0.05 | 0.71 | −1.8 | 0.68 | −1.9 | 0.70 |
Empirical | Modeled | ||||||
---|---|---|---|---|---|---|---|
Total raw variance in observations | 30.5 | 100% | 100% | ||||
Raw variance explained by measures | 12.5 | 41.0% | 41.0% | ||||
Raw variance explained by persons | 5.7 | 18.7% | 18.7% | ||||
Raw Variance explained by items | 6.8 | 22.3% | 22.3% | ||||
Raw unexplained variance (total) | 18.0 | 59.0% | 100% | 59.0% | |||
Unexplained variance in 1st contrast | 3.1 | 10.3% | 17.4% | ||||
Unexplained variance in 2nd contrast | 1.8 | 5.9% | 9.9% | ||||
Unexplained variance in 3rd contrast | 1.7 | 5.6% | 9.6% | ||||
Unexplained variance in 4th contrast | 1.5 | 4.8% | 8.1% | ||||
Unexplained variance in 5th contrast | 1.2 | 3.9% | 6.7% |
Category Lable | Score | Observed Count % | Observed Average | Infit MNSQ | Outfit MNSQ | Structure Calibration | Category Measure |
---|---|---|---|---|---|---|---|
1 | 1 | 3 5% | −0.69 | 1.20 | 1.22 | None | (−2.86) |
2 | 2 | 7 14% | −0.18 | 1.26 | 1.38 | −1.42 | −1.32 |
3 | 3 | 11 21% | 0.07 | .94 | .87 | −0.39 | −0.30 |
4 | 4 | 22 43% | 0.61 | 1.07 | 1.07 | −0.22 | 0.99 |
5 | 5 | 8 16% | 1.20 | 1.42 | 1.24 | 2.03 | (3.09) |
Score | Count | Measure | Error | Infit | Outfit | |||
---|---|---|---|---|---|---|---|---|
MNSQ | ZSTD | MNSQ | ZSTD | |||||
Mean | 141.7 | 50.0 | 0.00 | 0.05 | 1.00 | −0.1 | 1.01 | 0.00 |
S.D | 31.3 | 0.9 | 0.30 | 0.00 | 0.15 | 2.5 | 0.16 | 2.6 |
Real RMSE | 0.05 | |||||||
Adj. SD | 0.29 | |||||||
Separation | 5.44 | |||||||
Item reliability | 0.97 | |||||||
Mean | 61.0 | 18.0 | 0.40 | 0.29 | 1.02 | −0.3 | 1.01 | −0.3 |
S.D | 12.3 | 0.1 | 0.35 | 0.01 | 0.36 | 2.3 | 0.52 | 2.6 |
Real RMSE | 0.33 | |||||||
Adj. SD | 0.91 | |||||||
Separation | 2.74 | |||||||
Person reliability | 0.88 |
Name of Category | Indicators of the Internal Construct Validity | Level of Acceptance | Indexes in the Proposed Model |
---|---|---|---|
Absolute fit | ChiSq | p > 0.05 | Significant |
RMSE | RMSE < 0.08 | 0.074 | |
Incremental fit | CFI | CFI > 0.90 | 0.931 |
TLI | TLI > 0.90 | 0.914 | |
NFI | NFI > 0.90 | 0.926 | |
Parsimonious fit | Chisq/df | Chis/df < 5.0 | Chisq/df = 4.8 < 5.0 |
Goal | Mean | Std. Deviation | T-Value | Sig. | Rank | |
---|---|---|---|---|---|---|
1 | Eradicate poverty in all its forms and in all locations. | 3.49 | 1.30 | 4.87 | 0.02 | 17 |
2 | Achieve complete elimination of hunger. | 3.33 | 1.29 | 3.33 | 0.00 | 18 |
3 | Ensuring healthy lifestyles and wellbeing for people of all ages. | 3.66 | 1.15 | 7.52 | 0.01 | 16 |
4 | Ensure the availability and sustainable management of water and sanitation services for all. | 3.85 | 1.13 | 9.79 | 0.00 | 14 |
5 | Ensuring universal and affordable access to reliable and sustainable modern energy services. | 3.96 | 1.10 | 11.47 | 0.02 | 8 |
6 | Develop resilient infrastructure, promote inclusive and sustainable industrialization, and foster innovation. | 4.08 | 1.07 | 13.21 | 0.00 | 4 |
7 | Ensure that cities and human settlements are inclusive, safe, resilient, and sustainable. | 4.00 | 1.07 | 12.24 | 0.02 | 6 |
8 | Ensuring patterns of sustainable consumption and production. | 3.93 | 1.04 | 11.75 | 0.00 | 11 |
9 | Take urgent measures to address climate change and its impacts. | 3.81 | 1.11 | 9.61 | 0.01 | 15 |
10 | Preserve and sustainably utilize oceans, seas, and marine resources to achieve sustainable development. | 3.92 | 1.11 | 10.83 | 0.00 | 12 |
11 | Protect, enhance, and sustainably utilize terrestrial ecosystems, including forests, combating desertification, and halting biodiversity loss. | 3.98 | 1.14 | 11.23 | 0.01 | 7 |
12 | Ensure that inclusive and equitable, high-quality education is available and promote lifelong learning opportunities for all. | 4.32 | 0.92 | 18.63 | 0.00 | 1 |
13 | Achieve gender equality and empower all women and girls. | 4.08 | 1.06 | 13.35 | 0.00 | 5 |
14 | Promoting industry, fostering innovation, and constructing sustainable infrastructure. | 3.94 | 1.04 | 11.95 | 0.00 | 10 |
15 | Promote sustained, inclusive, and sustainable economic growth, full and productive employment, and decent work for all. | 4.11 | 0.94 | 15.52 | 0.01 | 2 |
16 | Reduce inequality within and among countries. | 3.87 | 1.05 | 10.85 | 0.00 | 13 |
17 | Encourage the establishment of peaceful societies that promote inclusivity and do not marginalize any individuals to achieve sustainable development. | 3.96 | 1.08 | 11.69 | 0.00 | 9 |
18 | Strengthening the means of implementation and revitalizing the global partnership to achieve sustainable development. | 4.09 | 1.03 | 13.95 | 0.01 | 3 |
Category | Range of Averages | Goals |
---|---|---|
First | 3.99–4.32 | Ensure that inclusive and equitable, high-quality education is available and promote lifelong learning opportunities for all. Promote sustained, inclusive, and sustainable economic growth, full and productive employment, and decent work for all. Strengthen the means of implementation and revitalize global partnerships to achieve sustainable development. Establish resilient infrastructure, stimulate inclusive sustainable industrialization, and encourage innovation. Achieve gender equality and empower all women and girls. Ensure that cities and human settlements are inclusive, safe, resilient, and sustainable. |
Second | 3.66–3.99 | Protect, enhance, and sustainably utilize terrestrial ecosystems, including forests, combating desertification, and halting biodiversity loss. Ensuring universal and affordable access to reliable and sustainable modern energy services. Encourage the establishment of peaceful societies that promote inclusivity and do not marginalize any individuals to achieve sustainable development. Ensuring patterns of sustainable consumption and production. Preserve and sustainably utilize oceans, seas, and marine resources to achieve sustainable development. Reduce inequality within and among countries. Ensure the availability and sustainable management of water and sanitation services for all. |
Third | 3.33–3.66 | Ensuring healthy lifestyles and wellbeing for people of all ages. Eradicate poverty in all its forms and in all locations. Achieve complete elimination of hunger. |
Goals | Job Position | Mean | T Value | Sig. |
---|---|---|---|---|
Eradicate poverty in all its forms and in all locations. | Teacher | 3.47 | 0.278 | 0.77 |
Supervisor | 3.53 | |||
Achieve complete elimination of hunger. | Teacher | 3.33 | 0.035 | 0.97 |
Supervisor | 3.33 | |||
Ensuring healthy lifestyles and wellbeing for people of all ages. | Teacher | 3.75 | 1.786 | 0.07 |
Supervisor | 3.40 | |||
Ensure the availability and sustainable management of water and sanitation services for all. | Teacher | 3.88 | 0.636 | 0.52 |
Supervisor | 3.76 | |||
Ensuring universal and affordable access to reliable and sustainable modern energy services. | Teacher | 3.99 | 0.539 | 0.59 |
Supervisor | 3.89 | |||
Develop resilient infrastructure, promote inclusive and sustainable industrialization, and foster innovation. | Teacher | 4.09 | 0.111 | 0.91 |
Supervisor | 4.07 | |||
Ensure that cities and human settlements are inclusive, safe, resilient, and sustainable. | Teacher | 4.02 | 0.487 | 0.62 |
Supervisor | 3.93 | |||
Ensuring patterns of sustainable consumption and production. | Teacher | 3.98 | 0.851 | 0.39 |
Supervisor | 3.82 | |||
Take urgent measures to address climate change and its impacts. | Teacher | 3.81 | 0.066 | 0.94 |
Supervisor | 3.82 | |||
Preserve and sustainably utilize oceans, seas, and marine resources to achieve sustainable development. | Teacher | 3.90 | 0.263 | 0.79 |
Supervisor | 3.96 | |||
Protect, enhance, and sustainably utilize terrestrial ecosystems, including forests, combating desertification, and halting biodiversity loss. | Teacher | 3.96 | 0.313 | 0.75 |
Supervisor | 4.02 | |||
Ensure that inclusive and equitable, high-quality education is available and promote lifelong learning opportunities for all. | Teacher | 4.31 | 0.148 | 0.88 |
Supervisor | 4.33 | |||
Achieve gender equality and empower all women and girls. | Teacher | 4.18 | 2.100 | 0.03 |
Supervisor | 3.80 | |||
Promoting industry, fostering innovation, and constructing sustainable infrastructure. | Teacher | 4.11 | 0.458 | 0.06 |
Supervisor | 3.85 | |||
Promote sustained, inclusive, and sustainable economic growth, full and productive employment, and decent work for all. | Teacher | 4.15 | 0.927 | 0.35 |
Supervisor | 4.00 | |||
Reduce inequality within and among countries. | Teacher | 3.88 | 0.200 | 0.84 |
Supervisor | 3.84 | |||
Encourage the establishment of peaceful societies that promote inclusivity and do not marginalize any individuals to achieve sustainable development. | Teacher | 4.01 | 0.872 | 0.38 |
Supervisor | 3.84 | |||
Strengthening the means of implementation and revitalizing the global partnership to achieve sustainable development. | Teacher | 4.10 | 0.036 | 0.97 |
Supervisor | 4.09 |
Goals | Gender | Mean | T Value | Sig. |
---|---|---|---|---|
Eradicate poverty in all its forms and in all locations. | Male | 3.73 | 2.471 | 0.01 |
Female | 3.24 | |||
Achieve complete elimination of hunger. | Male | 3.52 | 1.936 | 0.05 |
Female | 3.14 | |||
Ensuring healthy lifestyles and wellbeing for people of all ages. | Male | 3.72 | 0.642 | 0.52 |
Female | 3.60 | |||
Ensure the availability and sustainable management of water and sanitation services for all. | Male | 4.00 | 1.756 | 0.08 |
Female | 3.70 | |||
Ensuring universal and affordable access to reliable and sustainable modern energy services. | Male | 4.05 | 0.970 | 0.33 |
Female | 3.88 | |||
Develop resilient infrastructure, promote inclusive and sustainable industrialization, and foster innovation. | Male | 4.09 | 0.148 | 0.88 |
Female | 4.07 | |||
Ensure that cities and human settlements are inclusive, safe, resilient, and sustainable. | Male | 4.04 | 0.428 | 0.66 |
Female | 3.97 | |||
Ensuring patterns of sustainable consumption and production. | Male | 3.95 | 0.215 | 0.83 |
Female | 3.92 | |||
Take urgent measures to address climate change and its impacts. | Male | 3.81 | 0.013 | 0.99 |
Female | 3.81 | |||
Preserve and sustainably utilize oceans, seas, and marine resources to achieve sustainable development. | Male | 4.01 | 1.099 | 0.27 |
Female | 3.83 | |||
Protect, enhance, and sustainably utilize terrestrial ecosystems, including forests, combating desertification, and halting biodiversity loss. | Male | 4.09 | 1.346 | 0.18 |
Female | 3.86 | |||
Ensure that inclusive and equitable, high-quality education is available and promote lifelong learning opportunities for all. | Male | 4.29 | 0.304 | 0.76 |
Female | 4.34 | |||
Achieve gender equality and empower all women and girls. | Male | 3.94 | 1.736 | 0.08 |
Female | 4.22 | |||
Promoting industry, fostering innovation, and constructing sustainable infrastructure. | Male | 4.08 | 0.317 | 0.21 |
Female | 4.11 | |||
Promote sustained, inclusive, and sustainable economic growth, full and productive employment, and decent work for all. | Male | 4.09 | 0.235 | 0.81 |
Female | 4.13 | |||
Reduce inequality within and among countries. | Male | 3.86 | 0.155 | 0.87 |
Female | 3.88 | |||
Encourage the establishment of peaceful societies that promote inclusivity and do not marginalize any individuals to achieve sustainable development. | Male | 3.98 | 0.139 | 0.89 |
Female | 3.95 | |||
Strengthening the means of implementation and revitalizing the global partnership to achieve sustainable development. | Male | 4.08 | 0.142 | 0.88 |
Female | 4.10 |
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AlAli, R.; Alsoud, K.; Athamneh, F. Towards a Sustainable Future: Evaluating the Ability of STEM-Based Teaching in Achieving Sustainable Development Goals in Learning. Sustainability 2023, 15, 12542. https://doi.org/10.3390/su151612542
AlAli R, Alsoud K, Athamneh F. Towards a Sustainable Future: Evaluating the Ability of STEM-Based Teaching in Achieving Sustainable Development Goals in Learning. Sustainability. 2023; 15(16):12542. https://doi.org/10.3390/su151612542
Chicago/Turabian StyleAlAli, Rommel, Khalid Alsoud, and Fayez Athamneh. 2023. "Towards a Sustainable Future: Evaluating the Ability of STEM-Based Teaching in Achieving Sustainable Development Goals in Learning" Sustainability 15, no. 16: 12542. https://doi.org/10.3390/su151612542
APA StyleAlAli, R., Alsoud, K., & Athamneh, F. (2023). Towards a Sustainable Future: Evaluating the Ability of STEM-Based Teaching in Achieving Sustainable Development Goals in Learning. Sustainability, 15(16), 12542. https://doi.org/10.3390/su151612542