Students’ Emotions Toward Assessments: A Systematic Review
Abstract
1. Introduction
2. Materials and Methods
3. Results
3.1. Most Relevant Authors and Researchers
3.2. Q2: Geographical Distribution
3.3. Q3: Emotions and Assessment
3.4. Q4: Methodological Approaches
3.5. Q5: Emotional Patterns by Type of Assessment
3.6. Q6: Results and Conclusions of the Reviewed Studies
Limitations
4. Discussion
5. Conclusions
Future Directions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Language | Databases | Search Equations |
|---|---|---|
| English | Scopus, Web of Science, ProQuest, ScienceDirect | (emotions OR “achievement emotions”) AND (assessment OR evaluation OR test) AND student |
| Spanish | Dialnet, Redalyc, Scielo | emociones AND estudiantes AND exámenes |
| Author(s) | Number of References | Time Range | Key Themes |
|---|---|---|---|
| Reinhard Pekrun et al. | 25 | 2000–2019 | Academic emotions: anxiety, motivation, control-value theory |
| José De la Fuente et al. | 16 | 2015–2020 | Self-regulation and coping: academic stress, academic performance |
| Patrick R. Goetz et al. | 12 | 2002–2019 | Classroom emotions: performance, enjoyment, boredom |
| Laura Furlan et al. | 10 | 2006–2023 | Test anxiety: perfectionism, psychological interventions |
| Peter D. MacIntyre et al. | 6 | 1989–1999 | Foreign language learning: anxiety, motivation, communication |
| Natalio Extremera et al. | 5 | 2004–2013 | Emotional intelligence: burnout, engagement, emotional well-being |
| Elaine K. Horwitz et al. | 5 | 1986–2010 | Foreign language anxiety: measurement scales, learning outcomes |
| Pablo Fernández-Berrocal et al. | 5 | 1999–2008 | Emotional intelligence in education: emotional education, instrument validation |
| Fernando G. Arana et al. | 5 | 2002–2016 | Assessment-related emotions: anxiety, evaluation, motivation, perfectionism |
| Samuel A. Domínguez-Lara et al. | 5 | 2016–2018 | Psychometric validation: anxiety, emotional regulation |
| John D. Mayer and Peter Salovey | 4 | 1995–2008 | Emotional intelligence theory: emotion and education |
| Sükran Aydın et al. | 4 | 2006–2020 | Foreign language anxiety: teacher feedback, individual differences |
| Author | Approach/Design | Instruments | Type of Analysis |
|---|---|---|---|
| García-Beracierto et al. (2024) | Quantitative Descriptive | Questionnaire | Descriptive analysis |
| Zambrano-Vélez et al. (2023) | Quantitative Descriptive | Questionnaire | Descriptive analysis |
| González-Peralta and Sánchez-Aguilar (2023) | Quantitative Descriptive | Questionnaires | Descriptive and correlational analysis |
| De la Fuente et al. (2020) | Quantitative Correlational | Questionnaires | Multivariate analysis (SEM, ANOVA, MANOVA) |
| Gutiérrez-Vergara et al. (2020) | Quantitative Correlational | Questionnaire | Inferential analysis (t-tests) |
| Abad et al. (2021) | Quantitative Correlational | Questionnaires | Correlational and regression analysis |
| Obregón-Cuesta et al. (2022) | Quantitative Correlational | Questionnaires | Multivariate analysis |
| Harley et al. (2021) | Quantitative Correlational | Questionnaires | Multilevel statistical modeling |
| Riegel and Evans (2021) | Quantitative Correlational | Questionnaires | Inferential analysis (ANOVA, regression) |
| Gao (2024) | Quantitative Quasi-experimental | Scales | Inferential analysis (Student’s t-test) |
| Ávila-Toscano et al. (2021) | Quantitative Correlational | Scales | Correlational and predictive analysis |
| Riaño-Rodríguez (2024) | Qualitative Descriptive-Interpretative | Interviews, focus groups, observations | Qualitative coding and triangulation |
| Bueno (2021) | Qualitative Theoretical Review | Scientific documents | Argumentative analysis and narrative synthesis |
| Denkci Akkaş et al. (2020) | Qualitative Conceptual Review | Documentary review | Theoretical-interpretative analysis |
| Furlan and Martínez-Santos (2023) | Mixed Quasi-experimental with case study | Questionnaires and interviews | Mixed analysis (qualitative clinical and quantitative) |
| Type of Assessment | Number of Studies | Predominant Emotional Patterns | Representative Authors |
|---|---|---|---|
| Traditional written assessment | 5 | Anticipatory anxiety, tension, frustration, negative automatic thoughts | Bueno (2021); Harley et al. (2021); De la Fuente et al. (2020); Gutiérrez-Vergara et al. (2020); Zambrano-Vélez et al. (2023) |
| Individual oral assessment | 4 | Shame, avoidance, sweating, insecurity, cognitive blocking | Furlan and Martínez-Santos (2023); Abad et al. (2021); Denkci Akkaş et al. (2020); Gao (2024) |
| Foreign language assessment | 3 | Fear of social judgment, language anxiety, muscle rigidity, communicative withdrawal | Denkci Akkaş et al. (2020); Abad et al. (2021); Gao (2024) |
| Digital/computer-based assessment | 2 | Emotional regulation, reduced anxiety, greater control and enjoyment | Harley et al. (2021); Gao (2024) |
| High-stakes standardized assessment | 2 | Pressure, hopelessness, severe anxiety, intrusive thoughts | Riaño-Rodríguez (2024); Bueno (2021) |
| Formative/low-stakes assessment | 1 | Emotional security, intrinsic motivation, reduced emotional tension | Gao (2024) |
| Article | Limitation | Impact on Generalization and Comparability |
|---|---|---|
| Ávila-Toscano et al. (2021) | Design: cross-sectional; convenience sampling | Does not allow causal inference, limits generalization, and the explanatory power is low (3–5%). |
| Gutiérrez-Vergara et al. (2020) | Design: observational, cross-sectional | Does not permit causal inferences; experimental designs are needed to validate relationships. |
| Harley et al. (2021) | Design: not an RCT (Randomized Controlled Trial) | Potential confounders cannot be ruled out, so firm causal conclusions are not supported. |
| Gao (2024) | Design: non-experimental; convenience sampling | Does not allow attributing causal effects of AI/ChatGPT on emotions or anxiety. |
| Furlan and Martínez-Santos (2023) | Design: single-case (N = 1); quasi-experimental (pre–post) | Findings are not generalizable and temporal stability is not established. |
| Abad et al. (2021) | Sample and external validity: small case sample in a specific program | Findings are contextual and difficult to extrapolate to other subjects or institutions. |
| De la Fuente et al. (2020) | Sample and external validity: only Spanish universities | Lack of cross-cultural contrast limits generalization and intercultural invariance. |
| Harley et al. (2021) | Sample and external validity: gender imbalance (low n of men) | Gender comparisons require caution and have limited generalizability. |
| Gutiérrez-Vergara et al. (2020) | Sample and external validity: convenience sampling in one degree program and university | Transferability to other programs and institutions is reduced. |
| González-Peralta and Sánchez-Aguilar (2023) | Sample and external validity: mostly male students | Results cannot be confidently extrapolated to female students. |
| Obregón-Cuesta et al. (2022) | Sample and external validity: reported difficulty generalizing | Population and ecological external validity of the instrument is compromised. |
| Riegel and Evans (2021) | Sample and external validity: convenience sampling with low attendance (~25%) | The sample may be unrepresentative, introducing selection bias. |
| Ávila-Toscano et al. (2021) | Instrumentation and data collection: self-reports; low situational specificity | Lack of situational precision hinders replication and cross-context comparisons. |
| Furlan and Martínez-Santos (2023) | Instrumentation and data collection: self-reports/interviews | Recall bias may be present; observational data are needed to corroborate findings. |
| Gutiérrez-Vergara et al. (2020) | Instrumentation and data collection: long questionnaire (69 items) | Length-related fatigue may bias responses and affect measurement validity. |
| Harley et al. (2021) | Instrumentation and data collection: low internal consistency for anger subscales (discarded) | Discarding anger subscales leaves the negative emotional spectrum undercovered and limits comparability. |
| Riegel and Evans (2021) | Instrumentation and data collection: questionable consistency (shame/anger); no temporal phases | Internal validity is affected and the temporal dynamics proposed by CVT (Control–Value Theory) are not examined. |
| González-Peralta and Sánchez-Aguilar (2023) | Instrumentation and data collection: teacher administered the oral test and the questionnaire | The dual teacher–evaluator role may bias students’ responses. |
| Denkci Akkaş et al. (2020) | Instrumentation and data collection: lack of consensus and adequate tools | The lack of consensus and robust instruments reduces comparability and the strength of findings. |
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Share and Cite
Aristizábal Gómez, Y.M.; Jiménez Sierra, Á.A.; Ortega Iglesias, J.M. Students’ Emotions Toward Assessments: A Systematic Review. Soc. Sci. 2025, 14, 652. https://doi.org/10.3390/socsci14110652
Aristizábal Gómez YM, Jiménez Sierra ÁA, Ortega Iglesias JM. Students’ Emotions Toward Assessments: A Systematic Review. Social Sciences. 2025; 14(11):652. https://doi.org/10.3390/socsci14110652
Chicago/Turabian StyleAristizábal Gómez, Yenny Marcela, Ángel Alfonso Jiménez Sierra, and Jorge Mario Ortega Iglesias. 2025. "Students’ Emotions Toward Assessments: A Systematic Review" Social Sciences 14, no. 11: 652. https://doi.org/10.3390/socsci14110652
APA StyleAristizábal Gómez, Y. M., Jiménez Sierra, Á. A., & Ortega Iglesias, J. M. (2025). Students’ Emotions Toward Assessments: A Systematic Review. Social Sciences, 14(11), 652. https://doi.org/10.3390/socsci14110652

