Game-Based Learning for the Promotion of Multidimensional Conceptual Change in Astronomy Education
Abstract
1. Introduction
2. Theoretical Framework
2.1. Multidimensional Framework of Conceptual Change
2.1.1. An Ontological Perspective
2.1.2. An Affective/Social Perspective
2.2. Game-Based Learning as a Pedagogical Intervention
3. Research Questions
4. Materials and Methods
4.1. Pedagogical Intervention
4.2. Implementation
Control Group Intervention
4.3. Sample
4.4. Data Collection
4.4.1. Knowledge Diagnostic Test
4.4.2. Affective/Social Learning Questionnaire
4.4.3. Capturing the Astronomy Learning Experience
4.5. Data Analysis
5. Results
5.1. Conceptual Change in the Cognitive Domain
5.1.1. Alternative Conceptions Employed in the Reasoning of Astronomical Science
5.1.2. Cognitive Knowledge Through the Lens of the Resource Framework
I think that because the closer a planet is to the sun the hotter it is and the farther away the colder it is so if Earth tilts slightly away that will cause the climate to be colder.(Knowledge test open-ended response, Female, Year 1)
During summer Earth’s tilt causes it to be closer to the sun which means there’s more sunlight making it warmer than winter.(Knowledge test open-ended response, Male, Year 2)
The tilt relates to the change in season because depending on the tilt some place are closer to the sun and other are further away.(Knowledge test open-ended response, Male, Year 3)
[Student A]: What do we have left?[Student B]: Put them all here (…) Okay so we have these cards left and Mercury doesn’t have space left to it so this is obviously wrong.[Student C]: Which other planet this could go? Mercury is the closest to the Sun.[Student A]: Maybe Mars because it’s the red planet![Student D]: But Mars is already complete. I think we should look at the clues maybe there’s the answer…[Student D]: Miss can we look at the clue cards?[Instructor]: Yes, let me mark this on your group’s card. Now you have three access left to use.[Student B]: Come look at the planets sheet its has more clues here![Student C]: I think it’s Venus the hottest look here says that it has a ‘thick atmosphere that traps heat in a runaway greenhouse effect’2[Student A]: Well, it can’t be these four (Jupiter, Saturn, Uranus and Neptune) these are the gas and icy planets.[Student D]: Look Mercury it says here (that) it has almost no atmosphere. It can’t (the hottest planet) be this one, right?[Student C]: It has to be this one (student points to Venus on the cards arranged on the games board).[Student B]: Miss I think we know the answer.[Instructor]: Which one do you think it’s correct?[Student C]: We think it’s venus because the clouds in the Venus atmosphere make the planet warmer.
5.2. Impacts on Conceptual Change in the Affective Domain
6. Discussion
6.1. Cognitive Conceptual Change Through Non-Digital Games
6.2. Conceptual Change in the Affective Domain
6.3. Implications for a Multidimensional Framework of Conceptual Change
7. Limitations
- Sample and context: The sample size was limited to the three year groups of the Irish post-primary astronomy curriculum and students from this cohort, which constrains generalisability. In addition, the use of purposive sampling and intact classroom groups enhances ecological validity but may limit the generalisability of findings beyond the participating schools and educational contexts.
- Time constraint for each game: Each game was delivered within typical lesson constraints (about one class period), which may have limited the depth of content coverage for certain topics. Therefore, it remains unclear whether the observed conceptual changes were stable over time or whether certain alternative conceptions may re-emerge. Logitudinal studies are recommended to examine the durability of potential impacts on students reasoning and affect towards atsronomy.
- Transferability: Replication with larger, more diverse cohorts and curricula is needed to test robustness across contexts.
- Research design: The study adopts a comparative design rather than a controlled experimental design, which limits causal inferences about the specific contribution of game-based elements to the observed outcomes. Therefore, while the findings suggest that the GBL sequence as a whole was associated with improved outcomes, it is not possible to determine whether these improvements were primarily attributable to the game-based elements themselves or to the broader instructional framework in which they were embedded.
- Methodological limitations: Given the real context in which this study was conducted, it was not possible to isolate the specific contribution of game-based elements from other instructional features. Therefore, while the findings suggest that the GBL sequence as a whole was associated with improved outcomes, without the absence of a controlled comparison isolating the effect of game-based elements or a qualitative analysis of their specific cognitive contributions, the findings provide only limited support for the educational value of game-based learning. Future research should aim to experimentally manipulate specific game mechanics and instructional features to clarify their individual and combined effects on conceptual change and affective engagement.
8. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
Appendix A.1. Summary of Pre- and Post-Test Results
| Intervention | Control | t-Test (p) Intervention vs. Control | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Pre-Test M (SD) | Post-Test M (SD) | t-Test (p)
Pre vs. Post | Cohen’s d | Pre-Test M (SD) | Post-Test M (SD) | t-Test (p) Pre vs. Post | Cohen’s d |
Differences Between
Pre and Post Tests | Cohen’s d | |||
| Year 1 | 24.5 (6.2) | 44.0 (19.6) | −8.8 (<0.0001) | 0.92 | 23.5 (8.6) | 23.9 (14.5) | −0.16 (0.875) | 0.02 | 6.1 (0.0001) | 0.98 | ||
| Year 2 | 27.7 (6.4) | 55.5 (21.5) | 10.5 (<0.0001) | 1.20 | 23.8 (7.2) | 26.5 (15.2) | −1.4 (0.175) | 0.06 | 7.6 (0.0001) | 1.24 | ||
| Year 3 | 26.6 (11.7) | 32.9 (15.9) | −2.9 (0.008) | 0.31 | 22.9 (5.2) | 22.6 (6.1) | 0.33 (0.743) | 0.08 | 2.7 (0.009) | 0.42 | ||
Appendix A.2. Percentage Difference of the Alternative Ideas
| Intervention | Control | |||||||
|---|---|---|---|---|---|---|---|---|
| Year 1 | Year 2 | Year 3 | Year 1 | Year 2 | Year 3 | |||
| Number | Alternative Ideas | PRE/POST (%) | PRE/POST (%) | PRE/POST (%) | PRE/POST (%) | PRE/POST (%) | PRE/POST (%) | |
| 1 | There is no gravity in outer space or on the moon | 77.6/36.6 | 79.2/26.7 | 83.1/46.3 | 70.0/60.7 | 87.5/80.4 | 71.0/75.0 | |
| 2 | Gravity is a magnetic force | 55.6/16.7 | 33.3/12.5 | 11.1/4.2 | 42.9/47.1 | 33.3/35.3 | 23.8/17.7 | |
| 3 | During free fall, the acceleration depends on objects mass | 69.0/33.3 | 64.1/40.0 | 44.9/17.1 | 58/26.7 | 60.7/49.3 | 54.8/34.2 | |
| 4 | Gravity only relates to Earth | 47.7/36.4 | 34.1/15.9 | 18.2/13.6 | 35.0/30.0 | 55.0/40.0 | 15.0/15.0 | |
| 5 | Planet orbits are highly elliptical | 21.1/14.1 | 14.1/10.6 | 17.1/12.9 | 21.9/17.8 | 13.5/10.9 | 21.0/16.4 | |
| 6 | The strength of gravity depends on the object distance to Earth or its mass | 20.8/5.5 | 24.7/4.4 | 39.3/10.91 | 33.3/38.6 | 26.8/32.9 | 21.9/20.3 | |
| 7 | Seasons are a result of the Earth’s distance to the Sun | 54.1/15.7 | 56.2/17.9 | 57.5/10.9 | 69.1/62.3 | 71.4/97.9 | 67.6/52.2 | |
| 8 | Earth’s tilt changes direction throughout the year | 32.0/9.0 | 32.0/7.7 | 36.0/8.6 | 37.5/32.8 | 37.5/35.2 | 25.0/21.9 | |
| 9 | The rotation of the Earth affects the seasons | 43.8/10.9 | 43.8/13.7 | 12.5/1.6 | 23.1/19.5 | 38.5/35.5 | 38.5/32.5 | |
| 10 | The Big Bang was an explosion | 24.1/1.7 | 31.0/6.4 | 44.8/13.9 | 33.3/30.0 | 50.0/41.7 | 16.7/10.0 | |
| 11 | The universe had/has a centre | 50.0/0.0 | 33.3/16.7 | 16.7/0.0 | 57.1/49.0 | 28.6/24.5 | 14.3/12.2 | |
| 12 | Some configuration of matter existed before the Big Bang | 34.3/6.9 | 28.6/5.7 | 37.1/10.6 | 35.3/17.7 | 41.2/33.3 | 23.5/16.7 | |
| 13 | There is no evidence for the Big Bang | 18.2/9.1 | 45.5/0.0 | 36.4/18.2 | 22.2/21.4 | 44.4/41.2 | 33.3/31.5 | |
| 14 | The universe was created during or just after the Big Bang (rapid evolution of the universe) | 34.3/6.9 | 28.6/5.7 | 37.1/10.6 | 35.3/29.4 | 41.2/35.3 | 23.5/17.7 | |
| 15 | The Big Bang is an expansion of matter into empty space, i.e., galaxies and planets’ sizes are increasing over time | 32.3/6.3 | 31.6/6.9 | 36.1/33.9 | 37.7/34.4 | 26.4/25.5 | 35.9/35.6 | |
Appendix A.3. Data Collection Instruments
Appendix A.4. Description of Gamified Lessons
Appendix A.4.1. Week 1: Introduction to Research and Initial Assessments
Appendix A.4.2. Week 2: The Earth–Moon–Sun Model


Appendix A.4.3. Week 3: Seasons
Appendix A.4.4. Week 4: Gravity
Appendix A.4.5. Week 5: The Big Bang
Appendix A.4.6. Week 6: Final Assessment and Interviews with Students
| 1 | Common language effect size statistic (CL) or probability of superiority estimates “that a randomly chosen member of Group 1 scores higher than a randomly chosen member of Group 2” (Ruscio, 2008, p. 5). |
| 2 | Information retrieved from NASA Solar System Exploration website. |
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| Week | Main Curricular Focus (Irish Science Curriculum) | Instructional Approach (Intervention Group) |
|---|---|---|
| 1 | Baseline assessment and introduction to the study | Diagnostic activities and initial questionnaires |
| 2 | Earth–Sun–Moon system; gravity and comparative planetary properties | Escape-room activity using physical and conceptual models |
| 3 | Seasons, Earth’s rotation and revolution, and relationships between celestial bodies | Card-based game focused on Earth’s motion |
| 4 | Gravity as a force; mass, distance, and planetary orbits | Table-based quiz analysing causes and effects of gravity |
| 5 | Scientific models of the origin of the universe (Big Bang Theory) | Card-based game exploring cosmological evidence |
| 6 | Post-intervention assessment and interviews | Final questionnaires and semi-structured interviews |
| Week | Associated Learning Outcomes (Irish Science Curriculum) | Learning Objectives | Games Used with Intervention Group |
|---|---|---|---|
| 1 | Introduction to research and initial assessments | Baseline assessment of students’ prior knowledge and attitudes towards astronomy. | – |
| 2 | LO3 (Building blocks): Interpret data to compare the Earth with other planets and moons with respect to mass, gravity, size, and composition. LO4 (Systems and interactions): Develop and use a model of the Earth–Sun–Moon system to describe seasons, lunar phases, and eclipses. | Describe how day and night occur; Examine the positions of the Earth, Sun, and Moon and describe their relationships; Explain lunar phases through manipulation of models; Use Solar System models to explain eclipses. | Escape room: investigating the Earth–Sun–Moon model |
| 3 | LO1 (Building blocks): Describe relationships between celestial objects. LO3 (Building blocks): Compare Earth with other planets and moons. | Identify the four seasons; Define key terminology related to seasonal change; Explain the influence of Earth’s axial tilt and rotation. | Card game: exploring Earth’s rotation and revolution |
| 4 | LO1 (Building blocks): Describe relationships between celestial objects. LO4 (Systems and interactions): Use models to describe predictable phenomena. | Identify weight as a force; Model the relationship between mass, distance, and gravity; Explain planetary motion and elliptical orbits. | Table quiz: analysing the causes and effects of gravity |
| 5 | LO2 (Building blocks): Explore scientific models of the origin of the universe. | Define scientific theory; Distinguish observation from inference; Explain the Big Bang Theory; Describe redshift, cosmic background radiation, and elemental abundance as evidence. | Card game: understanding the Big Bang Theory |
| 6 | Final assessments and interviews | Evaluation of conceptual understanding and affective outcomes. | – |
| Week | Topic | Activities | Student Expectations |
|---|---|---|---|
| 1 | Introduction and baseline | Class discussion of astronomy interest; pretest; review of key concepts | Complete pretest; share prior ideas; set learning goals. |
| 2 | Earth–Sun–Moon and seasons | Short lecture, teacher-led model drawing, worksheet on rotation/revolution, paired debate on seasonal causes, group summary | Describe day/night and seasons; explain axial tilt; answer worksheet; contribute to group report. |
| 3 | Seasons | Teacher presentation + examples; conceptual comparisons (distance vs. tilt) through text-based prompts; small-group think-pair-share; reflective journal | Analyse alternative explanations; justify reasoning with evidence; write reflection on misperceptions. |
| 4 | Gravity | Lecture-demonstration, guided calculations (mass/distance), case scenarios (planetary orbit); group problem solving with scaffolded prompts | Apply Newtonian gravity ideas; explain gravity in space contexts; complete application worksheet. |
| 5 | Big Bang | Expository instruction on cosmological models, source analysis (text cards), timeline sequencing activity, class discussion of evidence | Evaluate scientific vs. non-scientific ideas; sequence universe events; answer questions on evidence. |
| 6 | Final assessment | Post-test administration; whole-class reflection; focus question discussion; collect individual synthesis responses | Complete posttest; articulate conceptual change; identify remaining uncertainties. |
| Intervention | Control | |||
|---|---|---|---|---|
| Pre (N = 254) | Post (N = 253) | Pre (N = 210) | Post (N = 221) | |
| Female | 63.4% | 64.0% | 42.9% | 40.3% |
| Male | 36.2% | 34.8% | 55.7% | 52.0% |
| Prefer not to say/Other | 0.4% | 1.2% | 1.4% | 7.7% |
| Questionnaire Dimensions | Construct Sections | Number of Items | Cronbach’s | Item–Rest Correlation |
|---|---|---|---|---|
| Part A: Perception of astronomy in society | Perception of astronomy in society | 4 | 0.91 | 0.66 |
| Part B: Game-based learning | Learning through games | 8 | 0.77 | 0.76 |
| Part C: Affective learning domain | Self-efficacy | 4 | 0.89 | 0.70 |
| Task value | 4 | 0.84 | 0.62 | |
| Motivation | 8 | 0.74 | 0.86 | |
| Enjoyment | 7 | 0.70 | 0.79 | |
| Overall test | 35 | 0.93 | 1.00 | |
| Intervention | Control | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Year | Pre M (SD) | Post M (SD) | Pre M (SD) | Post M (SD) | ||||||
| Year 1 | 24.5 (6.2) | 44.0 (19.6) | <0.001 | 0.92 | 23.5 (8.6) | 23.9 (14.5) | 0.875 | 0.02 | ||
| Year 2 | 27.7 (6.4) | 55.5 (21.5) | <0.001 | 1.20 | 23.8 (7.2) | 26.5 (15.2) | 0.175 | 0.06 | ||
| Year 3 | 26.6 (11.7) | 32.9 (15.9) | 0.008 | 0.31 | 22.9 (5.2) | 22.6 (6.1) | 0.743 | 0.08 | ||
| Year | p (Intervention vs. Control) | Cohen’s d |
|---|---|---|
| Year 1 | <0.001 | 0.98 |
| Year 2 | <0.001 | 1.24 |
| Year 3 | 0.009 | 0.42 |
| Intervention | Control | |||||||
|---|---|---|---|---|---|---|---|---|
| No. | Alternative Ideas | Year 1 | Year 2 | Year 3 | Year 1 | Year 2 | Year 3 | |
| 1 | There is no gravity in outer space or on the Moon | −41.0 | −52.5 | −36.8 | −9.3 | −7.1 | +4.0 | |
| 2 | Gravity is a magnetic force | −38.9 | −20.8 | −6.9 | +4.2 | +2.0 | −6.1 | |
| 3 | During free fall, acceleration depends on an object’s mass | −35.7 | −24.1 | −27.8 | −31.3 | −11.4 | −20.6 | |
| 4 | Gravity only relates to Earth | −11.3 | −18.2 | −4.6 | −5.0 | −15.0 | 0.0 | |
| 5 | Planetary orbits are highly elliptical | −7.0 | −3.5 | −4.2 | −4.1 | −2.6 | −4.6 | |
| 6 | The strength of gravity depends on distance to Earth or object mass | −15.3 | −20.3 | −28.4 | +5.3 | +6.1 | −1.6 | |
| 7 | Seasons result from Earth’s distance to the Sun | −38.4 | −38.3 | −46.6 | −6.8 | +26.5 | −15.4 | |
| 8 | Earth’s tilt changes direction throughout the year | −23.0 | −24.3 | −27.4 | −4.7 | −2.3 | −3.1 | |
| 9 | Earth’s rotation affects the seasons | −32.9 | −30.1 | −10.9 | −3.6 | −3.0 | −6.0 | |
| 10 | The Big Bang was an explosion | −22.4 | −24.6 | −30.9 | −3.3 | −8.3 | −6.7 | |
| 11 | The universe had/has a centre | −50.0 | −16.6 | −16.7 | −8.1 | −4.1 | −2.1 | |
| 12 | Some configuration of matter existed before the Big Bang | −27.4 | −22.9 | −26.5 | −17.6 | −7.9 | −6.8 | |
| 13 | There is no evidence for the Big Bang | −9.1 | −45.5 | −18.2 | −0.8 | −3.2 | −1.8 | |
| 14 | The universe was created during or just after the Big Bang | −27.4 | −22.9 | −26.5 | −5.9 | −5.9 | −5.8 | |
| 15 | The Big Bang is an expansion of matter into empty space | −26.0 | −24.7 | −2.2 | −3.3 | −0.9 | −0.3 | |
| Year | Conceptual Resource | Pre (%) | Post (%) | (%) |
|---|---|---|---|---|
| Year 1 | Actuating agency | 23.95 | 10.53 | −13.42 |
| Change in property → change in effect | 69.00 | 33.30 | −35.70 | |
| Closer means stronger | 37.45 | 10.60 | −26.85 | |
| Location-based association | 18.00 | 11.00 | −7.00 | |
| Year 2 | Actuating agency | 40.50 | 19.33 | −21.17 |
| Change in property → change in effect | 64.10 | 40.00 | −24.10 | |
| Closer means stronger | 40.45 | 9.65 | −30.80 | |
| Location-based association | 32.00 | 9.00 | −23.00 | |
| Year 3 | Actuating agency | 35.50 | 11.79 | −23.71 |
| Change in property → change in effect | 44.90 | 17.10 | −27.80 | |
| Closer means stronger | 48.40 | 10.90 | −37.50 | |
| Location-based association | 50.00 | 45.00 | −5.00 |
| Affective Constructs ANOVA | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| Constructs | M | SD | t(272) | Cohen’s d | F (Between) | F (1, 444) (Within) | |||
| Self-efficacy | 4.06 | 0.86 | 11.30 * | 0.51 | 14.20 * | 0.03 | 162.10 | 0.06 | |
| Task value | 3.76 | 0.69 | 18.70 * | 0.89 | 13.40 * | 0.20 | 210.40 | 0.11 | |
| Enjoyment | 4.10 | 0.68 | 8.20 * | 0.37 | 7.50 * | 0.19 | 175.50 | 0.17 | |
| Motivation | 3.81 | 0.87 | 9.15 * | 0.48 | 13.80 * | 0.14 | 145.70 | 0.03 | |
| Year Group | Between Subjects | Within Subjects | |||
|---|---|---|---|---|---|
| Year 1 | ** | 0.24 | * | 0.18 | |
| Year 2 | * | 0.13 | * | 0.09 | |
| Year 3 | * | 0.12 | *** | 0.09 | |
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Cardinot, A.; McCauley, V.; Fairfield, J.A. Game-Based Learning for the Promotion of Multidimensional Conceptual Change in Astronomy Education. Educ. Sci. 2026, 16, 845. https://doi.org/10.3390/educsci16060845
Cardinot A, McCauley V, Fairfield JA. Game-Based Learning for the Promotion of Multidimensional Conceptual Change in Astronomy Education. Education Sciences. 2026; 16(6):845. https://doi.org/10.3390/educsci16060845
Chicago/Turabian StyleCardinot, Adriana, Veronica McCauley, and Jessamyn A. Fairfield. 2026. "Game-Based Learning for the Promotion of Multidimensional Conceptual Change in Astronomy Education" Education Sciences 16, no. 6: 845. https://doi.org/10.3390/educsci16060845
APA StyleCardinot, A., McCauley, V., & Fairfield, J. A. (2026). Game-Based Learning for the Promotion of Multidimensional Conceptual Change in Astronomy Education. Education Sciences, 16(6), 845. https://doi.org/10.3390/educsci16060845

