In brief
In 218 second-year nursing students at the University of Murcia, Spain, higher resilience was linked to lower burnout and better psychological health, and regression analysis showed resilience specifically buffered the negative effect of emotional exhaustion on psychological health.
What this article is about
Quick Answer
In 218 second-year nursing students at the University of Murcia, Spain, higher resilience was linked to lower burnout and better psychological health, and regression analysis showed resilience specifically buffered the negative effect of emotional exhaustion on psychological health.
Student takeaways
Key Takeaways
- Among 218 second-year nursing students at the University of Murcia, resilience (measured with the CD-RISC 10) was significantly related to overall academic burnout, to the emotional exhaustion dimension specifically, and to self-efficacy.
- Resilience was also significantly related to psychological health as measured by the GHQ-12, with higher resilience associated with better perceived psychological health.
- All three burnout dimensions measured by the Maslach Burnout Inventory (emotional exhaustion, cynicism, and self-efficacy) were significantly linked to psychological health in the direction the researchers predicted.
- Regression analysis showed that resilience significantly moderates the relationship between emotional exhaustion and psychological health, meaning the negative effect of emotional exhaustion on psychological health was weaker among students with higher resilience.
- The authors concluded that resilience functions as a psychological buffer specifically in emotionally exhausting situations, softening the impact of exhaustion on students' perceived psychological health.
Student summary
Why This Research Matters
Nursing school is stressful, and a lot of that stress shows up as academic burnout — the exhausted, cynical, "I'm not good at this anymore" feeling that can creep in during a demanding program. This study, published in Educational Psychology (2018) by García-Izquierdo, Ríos-Risquez, Carrillo-García, and Sabuco-Tebar, asked a focused question: does resilience change how burnout affects a nursing student's psychological health?
The researchers gave a battery of questionnaires to 218 second-year nursing students at the University of Murcia in Spain. They used three well-established tools: the CD-RISC 10, a short 10-item version of the Connor-Davidson Resilience Scale, to measure resilience; the Maslach Burnout Inventory (MBI) to measure three burnout dimensions — emotional exhaustion, cynicism, and (reduced) academic self-efficacy; and the GHQ-12, the 12-item General Health Questionnaire, to measure general psychological health and distress symptoms.
The results showed that resilience was significantly related to burnout overall, and specifically to emotional exhaustion and self-efficacy, as well as to psychological health. In other words, students who scored higher on resilience tended to report lower burnout and better psychological health. The three burnout dimensions were also significantly linked to psychological health in the direction the researchers expected — more emotional exhaustion and cynicism went with worse psychological health, while stronger academic self-efficacy went with better psychological health.
The key statistical step was a regression analysis testing whether resilience "moderates" — that is, changes the strength of — the relationship between emotional exhaustion and psychological health. The answer was yes. Resilience acted as a buffer: among students experiencing high emotional exhaustion, those with higher resilience reported comparatively better psychological health than those with lower resilience. Put simply, resilience does not just correlate with feeling better in general; it specifically softens the blow when a student is emotionally worn out.
Why does this matter for you as a nursing student or future clinician? Academic burnout during nursing school is not just an uncomfortable phase — research consistently links it to later professional burnout, and burnout in nurses is associated with reduced quality of care, higher error rates, and staff turnover. If resilience can blunt the psychological toll of emotional exhaustion while you're still a student, then building resilience skills during training could have real downstream benefits, both for your own wellbeing and for the patients you'll eventually care for.
The authors themselves are cautious about overreaching. This was a cross-sectional study — everyone was measured once, at one point in time — so it shows an association, not proof that boosting resilience directly reduces the harm of burnout. The sample was also specific: 218 second-year students at a single Spanish university, which may not represent nursing students in other countries, program years, or cultural contexts (including Canada). All measures relied on self-report questionnaires, meaning the data reflect how students perceived their own resilience, burnout, and health rather than objective measures like grades, absenteeism, or clinical performance.
Still, the finding fits a broader pattern seen in nursing education research: resilience-focused interventions — things like mindfulness training, peer support, structured debriefing after clinical placements, and coping-skills workshops — are increasingly proposed as part of nursing curricula precisely because they may protect students from the worst effects of academic and clinical stress. This paper adds evidence for why that approach makes theoretical sense: resilience appears to specifically interrupt the pathway from emotional exhaustion to poorer psychological health.
As you read studies like this, practice appraising them the way a nurse would appraise any piece of evidence: What was actually measured? How large and how representative was the sample? Was this a snapshot or a study over time? Here, the honest answer is that this is a single-timepoint, self-report study of Spanish nursing students — informative, but a starting point for further research rather than a final answer about how resilience training should be built into nursing programs.
Source abstract
Study Overview
The objective of this study was to analyse the role of resilience in the dimensions of academic burnout syndrome and psychological health in a sample of nursing students. A battery of questionnaires was administered to 218 nursing students, all of whom were in the second year of their degree at the University of Murcia (Spain). The applied protocol used the CD-RISC 10 scale for the measurement of resilience, the burnout scale MBI, and the GHQ-12 questionnaire to assess psychological health. The findings showed a significant relationship between resilience and burnout, emotional exhaustion, and self-efficacy, as well as with psychological health. Moreover, three burnout dimensions were found to be significantly linked to psychological health in the way we had predicted. Regression analysis indicated the moderating role of resilience on psychological health in emotionally exhausting situations. We conclude that the psychological characteristic resilience moderated the effect of emotional exhaustion on the psychological health of the students. The practical implications of the results are discussed in order to introduce measures for the proper training of nursing students for professional practice; we also make several suggestions for future research in this field.
Evidence appraisal
Main Findings
- Among 218 second-year nursing students at the University of Murcia, resilience (measured with the CD-RISC 10) was significantly related to overall academic burnout, to the emotional exhaustion dimension specifically, and to self-efficacy.
- Resilience was also significantly related to psychological health as measured by the GHQ-12, with higher resilience associated with better perceived psychological health.
- All three burnout dimensions measured by the Maslach Burnout Inventory (emotional exhaustion, cynicism, and self-efficacy) were significantly linked to psychological health in the direction the researchers predicted.
- Regression analysis showed that resilience significantly moderates the relationship between emotional exhaustion and psychological health, meaning the negative effect of emotional exhaustion on psychological health was weaker among students with higher resilience.
- The authors concluded that resilience functions as a psychological buffer specifically in emotionally exhausting situations, softening the impact of exhaustion on students' perceived psychological health.
Practice transfer
Clinical Relevance
- Because academic burnout in nursing students is linked to poorer psychological health, and burnout tends to persist into professional practice, nursing programs may benefit from screening for burnout symptoms and psychological distress during training, not only after students enter clinical roles.
- Given resilience's demonstrated buffering effect on emotional exhaustion, curricula could incorporate resilience-building content (stress-management skills, structured debriefing after clinical placements, mindfulness or coping-skills training) as a proactive, rather than purely remedial, wellbeing strategy.
- Faculty and clinical preceptors supervising students during high-stress rotations should be aware that students reporting high emotional exhaustion may be at particular risk for poorer psychological health, and that resilience-focused support may be most valuable precisely in these high-exhaustion periods.
- Because this is a single cross-sectional study, any resilience-training intervention introduced on the basis of these findings should be evaluated locally with pre/post or longitudinal outcome measures rather than assumed to generalize automatically.
- The instruments used (CD-RISC 10, MBI, GHQ-12) are validated, low-burden self-report tools that nurse educators or student-wellness services could feasibly adopt for routine monitoring of burnout and resilience in their own programs, supporting early identification and support referral.
Faculty notes
Educational Relevance
This 2018 Educational Psychology article (García-Izquierdo et al., DOI 10.1080/01443410.2017.1383073) examines the moderating role of resilience in the relationship between academic burnout and perceived psychological health among 218 second-year nursing students at the University of Murcia, Spain. It is a useful classroom text for illustrating moderation analysis, a statistical concept students often confuse with simple correlation or mediation.
Methodologically, the study is a cross-sectional survey design using three validated instruments: the CD-RISC 10 (Connor-Davidson Resilience Scale, 10-item short form) for resilience; the Maslach Burnout Inventory, assessing the three canonical burnout dimensions of emotional exhaustion, cynicism, and reduced academic/professional self-efficacy; and the GHQ-12 (General Health Questionnaire) as an outcome measure of general psychological distress and wellbeing. This instrument combination is standard in the academic-burnout literature and allows direct comparison with related work from the same research group, including an earlier exploratory study (Ríos-Risquez et al., Contemporary Nurse, 2016) with 113 final-year students, which reported correlations of roughly r = -.55 between resilience and emotional exhaustion and r = -.62 between resilience and psychological health — useful background context, though a distinct sample and study from the one under discussion here.
The core statistical contribution is the regression-based test of moderation: resilience significantly moderated the association between emotional exhaustion and psychological health, meaning the negative impact of emotional exhaustion on psychological health was attenuated among students with higher resilience scores. This is a stronger and more clinically actionable claim than a simple bivariate correlation, because it suggests resilience may function as a protective factor specifically under conditions of high exhaustion, rather than uniformly improving wellbeing regardless of stress level.
For teaching purposes, this article works well to prompt discussion of several appraisal points. First, moderation versus mediation: ask students to articulate why this is a moderation model (resilience changes the strength of the exhaustion–health relationship) rather than a mediation model (resilience explaining the mechanism). Second, self-report bias and common-method variance: all three constructs were measured via self-report questionnaires administered concurrently, which can inflate observed associations. Third, generalizability: a single-cohort, single-institution, second-year sample in Spain limits transfer to other nursing programs, especially outside a Spanish/European educational and cultural context, and to Canadian curricula specifically. Fourth, causality: cross-sectional design cannot establish whether resilience causes better psychological health, whether better psychological health enables resilience, or whether both are downstream of a third factor (e.g., prior life stressors, social support, personality traits).
Practically, the authors frame their results around implications for training nursing students for professional practice, and the paper is often cited as support for embedding resilience-building content (stress-management skills, reflective practice, structured clinical debriefing, peer mentoring) into pre-licensure curricula, on the theory that such interventions could reduce the psychological toll of burnout during demanding clinical placements. Instructors can use this article to have students draft a testable follow-up design — for example, a longitudinal or intervention study — that would move the evidence from correlational to causal, and to discuss what outcome measures (retention, clinical performance, later professional burnout) would matter most for evaluating a resilience curriculum.
Critical appraisal
Limitations
- The study used a cross-sectional design with a single measurement point, so it can show association but not establish that resilience causally protects psychological health from the effects of burnout.
- The sample was limited to 218 second-year nursing students at one Spanish university (University of Murcia), which constrains generalizability to other program years, institutions, countries, and cultural or educational contexts, including Canadian nursing programs.
- All variables (resilience, burnout, psychological health) were measured through self-report questionnaires completed at the same time, raising the possibility of common-method bias inflating the observed associations.
Classroom use
Discussion Questions
- How does the concept of moderation (resilience changing the strength of the emotional-exhaustion-to-psychological-health link) differ from mediation, and why does that distinction matter for how this study's findings should be interpreted?
- Given that the sample was 218 second-year nursing students at one Spanish university, what specific factors might limit how well these findings transfer to a Canadian nursing program?
- Why might emotional exhaustion, cynicism, and self-efficacy behave differently as predictors of psychological health, and what does this suggest about targeting interventions to specific burnout dimensions?
- What are the risks of relying entirely on self-report questionnaires (CD-RISC 10, MBI, GHQ-12) collected at a single time point to measure resilience, burnout, and psychological health?
- If you were designing a follow-up study to test whether building resilience actually causes improved psychological health under burnout, what design would you use, and why would it improve on this cross-sectional approach?
- What resilience-building strategies (e.g., mindfulness, peer mentoring, structured clinical debriefing) do you think would be most feasible to add to a nursing curriculum, and how would you measure whether they work?
- How might burnout and reduced psychological health during nursing school affect a student's later transition into professional nursing practice?
- The authors describe resilience as a moderator specifically for emotional exhaustion. Would you expect it to work the same way for the cynicism or self-efficacy dimensions of burnout? Why or why not?
- What ethical or practical considerations should nursing faculty weigh before using burnout or resilience screening tools with students, given that results could identify students who are struggling?
- How can findings from a single-institution study like this one be responsibly used to justify curriculum changes, without over-generalizing beyond what the data actually show?
Knowledge check
Quiz
1. How many nursing students participated in this study, and at what stage of their program were they?
- 113 final-year nursing students
- 218 second-year nursing students
- 218 final-year nursing students
- 113 second-year nursing students
Rationale: The abstract states: 'A battery of questionnaires was administered to 218 nursing students, all of whom were in the second year of their degree at the University of Murcia (Spain).'
2. Which three instruments were used to measure resilience, burnout, and psychological health, respectively?
- CD-RISC 10, MBI, GHQ-12
- PSS, MBI, PHQ-9
- GHQ-12, CD-RISC 10, MBI
- MBI, CD-RISC 10, PSS
Rationale: The abstract states: 'The applied protocol used the CD-RISC 10 scale for the measurement of resilience, the burnout scale MBI, and the GHQ-12 questionnaire to assess psychological health.'
3. What statistical role did resilience play with respect to emotional exhaustion and psychological health?
- A mediating variable explaining the mechanism between exhaustion and health
- A moderating variable altering the strength of the relationship between exhaustion and psychological health
- An independent, unrelated variable with no statistical connection
- A confounding variable that was statistically controlled out of the analysis
Rationale: The abstract states: 'Regression analysis indicated the moderating role of resilience on psychological health in emotionally exhausting situations.'
4. According to the abstract, which burnout dimensions were significantly related to resilience?
- Emotional exhaustion and self-efficacy
- Cynicism only
- Only overall burnout, with no specific dimensions mentioned
- Depersonalization and workload
Rationale: The abstract states: 'The findings showed a significant relationship between resilience and burnout, emotional exhaustion, and self-efficacy, as well as with psychological health.'
5. How many burnout dimensions were found to be significantly linked to psychological health in the predicted direction?
- One
- Two
- Three
- Four
Rationale: The abstract states: 'Moreover, three burnout dimensions were found to be significantly linked to psychological health in the way we had predicted.'
6. What was the study's overall conclusion about resilience?
- Resilience had no measurable effect on psychological health
- Resilience moderated the effect of emotional exhaustion on students' psychological health
- Resilience only mattered for students with low academic performance
- Resilience fully eliminated the negative effects of burnout
Rationale: The abstract states: 'We conclude that the psychological characteristic resilience moderated the effect of emotional exhaustion on the psychological health of the students.'
7. In which journal and year was this study published, and what is its DOI?
- Contemporary Nurse, 2016, DOI 10.1080/01443410.2017.1383073
- Educational Psychology, 2018, DOI 10.1080/01443410.2017.1383073
- Journal of Advanced Nursing, 2018, DOI 10.1111/jan.13794
- Educational Psychology, 2016, no DOI available
Rationale: Confirmed via the ERIC record (EJ1198522) and the journal's DOI listing: published in Educational Psychology, v38 n8, pp. 1068-1079, 2018, DOI 10.1080/01443410.2017.1383073.
8. What type of study design was used, and what limitation does this create for interpreting causality?
- Longitudinal design; it can establish causality over time
- Randomized controlled trial; causality is directly established
- Cross-sectional design; it can show association but not causation
- Qualitative interview design; findings are purely descriptive
Rationale: The abstract describes a single administration of a questionnaire battery to the sample, consistent with a cross-sectional design, which limits causal claims about resilience protecting psychological health.
9. Why do the practical implications discussed in the abstract focus on nursing student training?
- Because the authors discuss measures for properly preparing nursing students for professional practice based on the findings
- Because the study was funded by a hospital administration seeking staffing changes
- Because the abstract recommends immediate national policy reform
- Because the study focused exclusively on patients rather than students
Rationale: The abstract states: 'The practical implications of the results are discussed in order to introduce measures for the proper training of nursing students for professional practice.'
10. What is a key limitation of this study noted through appraisal of the abstract and available metadata?
- It sampled thousands of students across multiple countries
- It relied on self-report questionnaires from a single institution's second-year cohort at one time point
- It used only objective clinical performance data with no self-report
- It was a multi-year randomized controlled trial
Rationale: The abstract confirms a single battery of self-report questionnaires administered to 218 second-year students at one university (University of Murcia), a design limitation for generalizability and causal inference.
Study cards
Flashcards
What was the primary objective of this study?
To analyze the role of resilience in the dimensions of academic burnout syndrome and psychological health among nursing students.
How many nursing students participated, and where?
218 second-year nursing students at the University of Murcia, Spain.
What instrument measured resilience in this study?
The CD-RISC 10, a 10-item version of the Connor-Davidson Resilience Scale.
What instrument measured burnout in this study?
The Maslach Burnout Inventory (MBI).
What instrument measured psychological health in this study?
The GHQ-12 (General Health Questionnaire, 12-item version).
What three dimensions does the Maslach Burnout Inventory typically assess?
Emotional exhaustion, cynicism, and (reduced) academic or professional self-efficacy.
Was resilience significantly related to burnout in this study?
Yes; resilience was significantly related to burnout overall, emotional exhaustion, and self-efficacy.
Was resilience significantly related to psychological health?
Yes; resilience was significantly related to psychological health as measured by the GHQ-12.
How many burnout dimensions were significantly linked to psychological health in the predicted direction?
Three burnout dimensions were significantly linked to psychological health as predicted.
What statistical technique was used to test resilience's role in the exhaustion-health relationship?
Regression analysis.
What did the regression analysis reveal about resilience?
That resilience plays a moderating role on psychological health specifically in emotionally exhausting situations.
In plain terms, what does it mean that resilience 'moderates' the effect of emotional exhaustion?
It means resilience changes the strength of the link between emotional exhaustion and psychological health, buffering the negative impact for students with higher resilience.
What is the study's overall conclusion?
Resilience moderated the effect of emotional exhaustion on the psychological health of the students.
In which journal was this study published?
Educational Psychology, volume 38, issue 8, pages 1068-1079 (2018).
What is the DOI of this study?
10.1080/01443410.2017.1383073.
What type of study design does this appear to be?
A cross-sectional design, with questionnaires administered at a single time point.
What practical implication do the authors highlight?
The results are discussed to inform measures for properly training nursing students for professional practice.
Name one key limitation of this study.
It relied entirely on self-report measures collected from a single institution's second-year cohort at one point in time, limiting causal and generalizability claims.
How does this study relate to a 2016 study by some of the same authors?
A related 2016 exploratory study (Ríos-Risquez et al., Contemporary Nurse) with 113 final-year nursing students found resilience correlated with lower emotional exhaustion and better psychological health, providing background context but being a distinct study and sample from this one.
Why is resilience training relevant to nursing education based on this study?
Because resilience appears to buffer the negative psychological effects of emotional exhaustion, suggesting resilience-building content in nursing curricula could support student wellbeing during high-stress training.
Search-ready answers
Frequently asked questions
What is this study about?
It examines whether resilience changes (moderates) the relationship between academic burnout, specifically emotional exhaustion, and psychological health in 218 second-year nursing students at the University of Murcia, Spain.
What tools did the researchers use to measure resilience, burnout, and psychological health?
They used the CD-RISC 10 for resilience, the Maslach Burnout Inventory (MBI) for burnout, and the GHQ-12 for psychological health.
Does having higher resilience mean a nursing student experiences less burnout?
The study found a significant relationship between higher resilience and lower burnout, including lower emotional exhaustion and higher self-efficacy, though this is a correlational finding from a single-timepoint study, not proof that resilience directly reduces burnout.
What does it mean that resilience 'moderates' the effect of emotional exhaustion on psychological health?
It means the negative impact of emotional exhaustion on psychological health was weaker for students with higher resilience — resilience acted as a buffer specifically under emotionally exhausting conditions.
How many students were studied, and can the results be generalized to all nursing students?
218 second-year nursing students at one Spanish university were studied; because it is a single-institution, single-cohort sample, results may not generalize to other program years, countries, or educational systems.
Is this a longitudinal study that tracked students over time?
No, based on the abstract this appears to be a cross-sectional study, with questionnaires administered at one point in time, which limits conclusions about cause and effect.
What journal published this research, and when?
It was published in Educational Psychology, volume 38, issue 8, pages 1068-1079, in 2018 (DOI 10.1080/01443410.2017.1383073).
What practical suggestions do the authors make for nursing education?
The authors discuss practical implications for introducing measures to properly train nursing students for professional practice, implicitly supporting resilience-building content in curricula, though specific interventions are not detailed in the abstract.
What are the main limitations of this study?
Key limitations include the cross-sectional design (no causal proof), a single-institution second-year sample of 218 students, reliance on self-report questionnaires, and abstract-level reporting that does not include effect sizes, demographics, or response rates.
Is there other research supporting these findings?
Yes; a related 2016 exploratory study by some of the same authors (Contemporary Nurse) found similar correlations between resilience, emotional exhaustion, and psychological health in 113 final-year nursing students, though it is a separate study and sample.