In brief
In a Quebec study of 143 third-year nursing students, 78% expressed high intention to report medication errors and near misses, and this intention was significantly linked to every Theory of Planned Behavior construct tested plus factors like age, sex, experience, and education program.
What this article is about
Quick Answer
In a Quebec study of 143 third-year nursing students, 78% expressed high intention to report medication errors and near misses, and this intention was significantly linked to every Theory of Planned Behavior construct tested plus factors like age, sex, experience, and education program.
Student takeaways
Key Takeaways
- 78% of the 143 third-year nursing students surveyed expressed a high intention to report medication errors and near misses.
- All measured Theory of Planned Behavior constructs — attitude, subjective norm, perceived behavioral control, professional norm, moral norm, and anticipated regret — were significantly associated with intention to report (all p < 0.025 after Bonferroni correction).
- Sociodemographic factors including age (23 years or older), years of clinical experience (2 or more years), education program (DEC-Bac versus baccalaureate), and sex (female) were significantly associated with intention to report.
- Perceived behavioral control and anticipated regret showed the strongest statistical associations with intention among the constructs tested (chi-square = 88.58 for both).
- The study is described by its authors as the first to examine factors influencing intention to report medication errors and near misses among novice and beginner nurses specifically in the Quebec context.
Student summary
Why This Research Matters
Medication errors and near misses happen in every healthcare system, and research shows that newer nurses make more of these errors than experienced colleagues. At the same time, novice and beginner nurses are known to under-report these events. This study, published in the Canadian Journal of Nursing Research, asked a simple but important question: what actually influences whether a novice or beginner nurse intends to report a medication error or a near miss?
The researchers, Raouaa Braiki, Frédéric Douville, and Marie-Pierre Gagnon, surveyed 143 third-year nursing students at a Quebec university who were completing a critical care practicum in the fall of 2019. Almost all eligible students took part, giving a response rate of 95.3 percent. Most participants were female (92.3 percent), between 21 and 23 years old (83.2 percent), enrolled in a DEC-Bac program (a Quebec pathway that combines a college diploma with a university degree, 86 percent), and had one to two years of clinical experience (77.6 percent).
Students completed a 37-item self-reported questionnaire built around an adapted version of the Theory of Planned Behavior, a model widely used to study intention and behavior. The core constructs measured were attitude (how positively or negatively students viewed reporting), subjective norm (how much they felt other people expected them to report), perceived behavioral control (how easy or hard they believed reporting would be), and intention itself, along with the underlying behavioral and control beliefs that shape those constructs. The team also added three extra constructs that fit the topic of error reporting particularly well: anticipated regret (how much students expected to regret not reporting), moral norm (whether reporting matched their personal values), and professional norm (whether reporting matched their sense of professional duty). Sociodemographic information such as age, sex, education program, and years of experience was collected too.
Because the planned regression models ran into convergence problems, the researchers switched to descriptive statistics and a series of contingency table analyses using Chi-square and Fisher's exact tests, with a Bonferroni correction applied to keep the risk of false positives low across the many comparisons (using an adjusted alpha of 0.025).
Overall, 78 percent of the students expressed a high intention to report medication errors and near misses, a reassuring baseline number. More importantly, every single theoretical construct from the adapted Theory of Planned Behavior was significantly associated with intention to report. Attitude, subjective norm, perceived behavioral control, professional norm, moral norm, and anticipated regret all showed strong, statistically significant relationships with students' stated intention. In plain terms, students who felt reporting was the right thing to do, who believed the people around them supported reporting, who felt confident they could actually report without major obstacles, and who expected to feel regret if they stayed silent, were all more likely to say they intended to report errors and near misses.
Sociodemographic factors mattered too. Students aged 23 or older, those with two or more years of clinical experience, students in the DEC-Bac pathway (compared with the standard baccalaureate program), and female students were all significantly more likely to report a high intention to report. These findings suggest that reporting intention is not shaped only by attitudes and beliefs, but also by where a student is in their training and life stage.
The authors describe this as the first study to examine these factors specifically among novice and beginner nurses in the Quebec context, which matters because medication errors are the second most commonly reported adverse event in Quebec healthcare settings after falls. They are careful to note that intention is not the same as actual reporting behavior, and they call for further research to pin down which factors most strongly determine whether a nurse follows through. For nursing students and new graduates, the practical takeaway is that both the culture around you (how colleagues and supervisors react to reporting) and your own sense of professional and moral responsibility genuinely shape whether you speak up about an error. Nursing programs and clinical units that want to reduce underreporting should pay attention to both dimensions, not just to reporting procedures on paper.
Source abstract
Study Overview
Introduction Novice and beginner nurses make more medical errors than senior nurses. However, there is significant underreporting of medication errors and near misses among novice and beginner nurses. Objective To identify the factors that influence the intention of novice and beginner nurses to report medication errors and near misses. Methods A cross-sectional exploratory study was carried out among third-year nursing students in a Quebec university (n = 143). Data was collected through a self-reported questionnaire based on the adapted Theory of Planned Behavior. Simple descriptive analyses and a series of contingency analyses were performed using Chi-2 or Fisher exact tests. Correction of multiple tests was done using Bonferroni test. Results All theoretical constructs were significantly associated with intention. Sociodemographic factors (age, sex, experience and education program) were also associated with intention. Discussion and conclusion Further studies are needed to identify the determinants of intention to report medication errors and near misses among novice and beginner nurses. More attention is required in nursing practice and education to act on these factors, thus encouraging novice and beginner nurses to report medication errors and near misses.
Evidence appraisal
Main Findings
- 78% of the 143 third-year nursing students surveyed expressed a high intention to report medication errors and near misses.
- All measured Theory of Planned Behavior constructs — attitude, subjective norm, perceived behavioral control, professional norm, moral norm, and anticipated regret — were significantly associated with intention to report (all p < 0.025 after Bonferroni correction).
- Sociodemographic factors including age (23 years or older), years of clinical experience (2 or more years), education program (DEC-Bac versus baccalaureate), and sex (female) were significantly associated with intention to report.
- Perceived behavioral control and anticipated regret showed the strongest statistical associations with intention among the constructs tested (chi-square = 88.58 for both).
- The study is described by its authors as the first to examine factors influencing intention to report medication errors and near misses among novice and beginner nurses specifically in the Quebec context.
Practice transfer
Clinical Relevance
- Because perceived behavioral control was strongly linked to reporting intention, units and educators should reduce practical barriers to reporting (clarity of reporting procedures, time, ease of access to reporting systems) to support novice nurses in following through.
- Since subjective and professional norms were significantly associated with intention, fostering a visible unit culture where colleagues and supervisors are seen to expect and support error reporting may help translate intention into action.
- The finding that anticipated regret predicted intention suggests that education emphasizing the personal and patient-safety consequences of not reporting may reinforce reporting behavior, though this should be framed supportively rather than punitively.
- Because less-experienced and younger students showed lower reporting intention, targeted mentorship or simulation-based reporting practice earlier in training could help close this gap before graduation.
- Given that intention does not guarantee actual reporting behavior, organizations should pair attitude- and norm-focused strategies with structural supports (non-punitive reporting systems, feedback loops) rather than relying on intention alone to improve reporting rates.
Faculty notes
Educational Relevance
This cross-sectional exploratory study by Braiki, Douville, and Gagnon (Canadian Journal of Nursing Research, 2024) addresses a persistent patient safety problem: under-reporting of medication errors and near misses by novice and beginner nurses, a population known to commit more medication errors than experienced staff. The study is framed as the first to examine determinants of reporting intention specifically among novice/beginner nurses within a Quebec setting, where medication errors are the second most commonly reported adverse event after falls.
The sample consisted of 143 third-year nursing students in a critical care practicum at a Quebec university (fall 2019), with a strong 95.3 percent response rate. The sample skewed heavily female (92.3 percent), young (83.2 percent aged 21-23), enrolled in the DEC-Bac pathway (86 percent), and relatively early-career (77.6 percent with one to two years of experience). Instructors should flag this composition explicitly in class: it is a convenience sample of students, not licensed practicing nurses, which constrains generalizability to the broader novice-nurse workforce.
The theoretical scaffold is an adapted Theory of Planned Behavior (TPB), a useful model to teach because it operationalizes intention through measurable constructs: attitude, subjective norm, perceived behavioral control, and the underlying behavioral and control beliefs, plus three constructs added for this topic: anticipated regret, moral norm, and professional norm. This is a good teaching moment for showing students how a well-established behavioral theory can be extended with topic-specific constructs rather than used off-the-shelf.
Methodologically, the study is instructive for a research methods seminar because the authors had to pivot: planned regression analyses failed to converge, so they substituted descriptive statistics with a series of Chi-square/Fisher's exact contingency analyses, applying a Bonferroni correction (adjusted alpha = 0.025) to control for multiple comparisons. This is worth discussing explicitly as an example of adapting analysis plans transparently when models do not behave as expected, and of the trade-off between contingency analyses (which show association) versus regression (which could show relative predictive strength while controlling for confounders).
Substantively, 78 percent of students reported high intention to report errors and near misses, and every TPB construct measured (attitude, subjective norm, perceived behavioral control, professional norm, moral norm, anticipated regret) was significantly associated with intention, with very small p-values throughout. Sociodemographic factors — age (23+), experience (2+ years), DEC-Bac program status, and female sex — were also significantly associated with higher intention. This pattern supports the TPB's general utility for this behavior domain while also flagging demographic and educational-pathway differences worth exploring qualitatively.
For appraisal exercises, key limitations to highlight are: a convenience sample restricted to nursing students (not yet practicing nurses) at a single institution; abandonment of the planned regression approach due to convergence problems, which limits the ability to assess which constructs are the strongest independent predictors; likely social desirability bias in self-reported intention measures; and the well-known intention-behavior gap, since measuring intention to report is not equivalent to measuring actual reporting behavior in practice. Discussion should press students to consider how these limitations affect the confidence we can place in translating these findings directly into curriculum or unit-level interventions, and to generate hypotheses about why sociodemographic differences (age, program, experience, sex) might operate through the TPB constructs rather than independently of them.
Critical appraisal
Limitations
- The sample was a convenience sample of 143 third-year nursing students at a single Quebec university, not licensed practicing novice or beginner nurses, limiting generalizability to the broader novice-nurse workforce.
- Planned regression analyses could not be completed due to model convergence problems, so the study relied on contingency analyses (Chi-square/Fisher's exact tests), which show association but cannot isolate the relative independent predictive strength of each construct while controlling for confounders.
- The self-reported questionnaire design is subject to potential social desirability bias, particularly on a sensitive topic like willingness to report errors.
Classroom use
Discussion Questions
- Why might perceived behavioral control and anticipated regret have shown the strongest associations with intention to report among all the constructs tested?
- How might the intention-behavior gap play out in a real clinical unit — what could cause a nurse with high stated intention to still not report an error?
- Why do you think students with more clinical experience and higher age showed greater reporting intention? What underlying mechanisms might explain this?
- What are the strengths and weaknesses of using a convenience sample of nursing students rather than practicing novice nurses to study this question?
- How would you redesign this study to allow the originally planned regression analysis to succeed, and what would that analysis add beyond the contingency tests actually used?
- In what ways could professional norm and moral norm be reinforced differently in nursing curricula to support reporting behavior?
- Given that medication errors are the second most commonly reported adverse event in Quebec after falls, what system-level changes (beyond individual attitudes) might reduce underreporting?
- How might social desirability bias have shaped these self-reported results, and in which direction do you think it likely skewed the findings?
- What ethical considerations arise when studying nursing students' willingness to report errors, especially given fear of negative evaluation or retaliation noted in related literature?
- If you were designing a follow-up study to test actual reporting behavior rather than intention, what data sources or methods would you use?
Knowledge check
Quiz
1. What percentage of the third-year nursing students in this study expressed a high intention to report medication errors and near misses?
- 58%
- 78%
- 88%
- 95%
Rationale: The study found that 78% of the students expressed a high intention to report medication errors and near misses.
2. What theoretical framework did this study use to examine intention to report?
- Health Belief Model
- Theory of Planned Behavior
- Social Cognitive Theory
- Diffusion of Innovation Theory
Rationale: The abstract states data was collected through a self-reported questionnaire based on the adapted Theory of Planned Behavior.
3. How many nursing students participated in this study?
- 87
- 112
- 143
- 201
Rationale: The abstract states the cross-sectional exploratory study was carried out among third-year nursing students in a Quebec university (n = 143).
4. What statistical adjustment did the researchers use to control for multiple comparisons?
- Tukey's HSD test
- Bonferroni correction
- False discovery rate control
- Scheffe's test
Rationale: The full text states correction of multiple tests was done using the Bonferroni test, with an adjusted alpha of 0.025.
5. Why did the researchers use Chi-square and Fisher's exact contingency analyses instead of the originally planned regression analyses?
- The sample size was too small for regression
- The regression models had convergence problems
- Ethics approval only permitted descriptive statistics
- The data were entirely qualitative
Rationale: The full text explains that planned regression analyses ran into convergence problems, so the team substituted a series of contingency analyses using Chi-square or Fisher's exact tests.
6. Which of the following was NOT identified as a construct in the adapted Theory of Planned Behavior model used in this study?
- Anticipated regret
- Moral norm
- Professional norm
- Self-efficacy for clinical skills
Rationale: The adapted model added anticipated regret, moral norm, and professional norm to the standard TPB constructs; self-efficacy for clinical skills is not listed as a study construct.
7. Which sociodemographic factors were found to be significantly associated with intention to report?
- Only age and sex
- Age, sex, experience, and education program
- Only years of experience
- Marital status and income
Rationale: The abstract states sociodemographic factors (age, sex, experience and education program) were also associated with intention.
8. According to the study, where do medication errors rank among reported adverse events in Quebec healthcare settings?
- First, ahead of falls
- Second, after falls
- Third, after falls and infections
- They are not tracked separately
Rationale: The full text notes that in Quebec, medication errors represent the second-most reported adverse event after falls.
9. What limitation did the authors acknowledge regarding their sample?
- It included only male nursing students
- It was a convenience sample of nursing students rather than practicing nurses
- It was drawn from multiple provinces
- It included only nurses with over 10 years of experience
Rationale: The full text identifies a small convenience sample of students, not practicing nurses, as a key limitation.
10. What do the study authors recommend for future research based on their conclusion?
- No further research is needed on this topic
- Further studies are needed to identify the determinants of intention to report medication errors and near misses
- Only quantitative regression studies should be conducted going forward
- The study should be replicated only outside of Canada
Rationale: The abstract concludes that further studies are needed to identify the determinants of intention to report medication errors and near misses among novice and beginner nurses.
Study cards
Flashcards
What is the main topic of this study?
Factors influencing novice and beginner nurses' intention to report medication errors and near misses.
Who are the authors of this study?
Raouaa Braiki, Frédéric Douville, and Marie-Pierre Gagnon.
In which journal was this study published?
The Canadian Journal of Nursing Research.
What study design was used?
A cross-sectional exploratory study.
How many participants were surveyed?
143 third-year nursing students at a Quebec university.
What was the study's response rate?
95.3%.
What theoretical model underpinned the questionnaire?
An adapted version of the Theory of Planned Behavior (TPB).
What are the core TPB constructs measured in this study?
Attitude, subjective norm, perceived behavioral control, and intention, along with underlying behavioral and control beliefs.
What three additional constructs did the researchers add to the standard TPB model?
Anticipated regret, moral norm, and professional norm.
What percentage of students expressed high intention to report medication errors and near misses?
78%.
Were all TPB constructs significantly associated with intention to report?
Yes, all measured constructs were significantly associated with intention.
Which sociodemographic factors were significantly associated with intention to report?
Age, sex, years of experience, and education program (DEC-Bac vs. baccalaureate).
Why did the researchers switch away from their originally planned regression analysis?
Because the regression models encountered convergence problems, so they used contingency analyses (Chi-square/Fisher's exact tests) instead.
What statistical correction did the researchers apply, and at what adjusted alpha level?
A Bonferroni correction, with an adjusted alpha of 0.025.
Where do medication errors rank among adverse events reported in Quebec healthcare settings?
Second, after falls.
What population is known to make more medication errors but underreport them?
Novice and beginner nurses.
What is a key limitation regarding the study sample?
It was a convenience sample of nursing students, not licensed practicing novice or beginner nurses, from a single institution.
What is the 'intention-behavior gap' and why does it matter for this study?
It refers to the fact that intending to do something (like reporting an error) does not guarantee the behavior actually occurs; this study measured intention, not confirmed reporting behavior.
What do the authors say is novel about their study's context?
It is described as the first study to examine these factors among novice and beginner nurses specifically in the Quebec context.
What do the authors recommend as a next step for research and practice?
Further studies to identify the determinants of intention to report, along with more attention in nursing practice and education to act on these factors.
Search-ready answers
Frequently asked questions
What did this study find about nursing students' intention to report medication errors?
The study found that 78% of surveyed third-year nursing students expressed a high intention to report medication errors and near misses, and that this intention was significantly linked to all measured Theory of Planned Behavior constructs and to several sociodemographic factors.
What theory was used to study nurses' intention to report errors?
The researchers used an adapted version of the Theory of Planned Behavior, which measures constructs like attitude, subjective norm, and perceived behavioral control, plus added constructs of anticipated regret, moral norm, and professional norm.
How many nursing students took part in this study?
143 third-year nursing students at a Quebec university took part, with a 95.3% response rate.
Which factors were linked to a higher intention to report medication errors?
All Theory of Planned Behavior constructs (attitude, subjective norm, perceived behavioral control, professional norm, moral norm, anticipated regret) and sociodemographic factors including older age, more years of experience, DEC-Bac program status, and female sex were significantly linked to higher intention to report.
Why do novice nurses underreport medication errors?
This specific study did not test causal reasons directly, but related literature it references points to factors such as fear of negative reactions from colleagues or superiors, lack of feedback, and insufficient training; this study instead identifies which theoretical and demographic factors are statistically associated with reporting intention.
Is intention to report the same as actually reporting an error?
No. The study measured intention to report, which is not the same as confirmed reporting behavior; the authors note this as a limitation and call for further research into actual reporting behavior.
Why is medication error reporting important in nursing practice?
Medication errors are a leading patient safety concern, and in Quebec they are the second most commonly reported adverse event after falls; underreporting, especially among novice and beginner nurses, limits the ability of health systems to learn from and prevent errors.
What limitations should readers keep in mind when interpreting this study?
Key limitations include a convenience sample of nursing students (not practicing nurses) at a single institution, an inability to complete the originally planned regression analysis due to convergence problems, potential social desirability bias in self-reported answers, and the fact that intention was measured rather than actual behavior.
Who conducted this research?
The study was conducted by Raouaa Braiki, Frédéric Douville, and Marie-Pierre Gagnon and published in the Canadian Journal of Nursing Research.
What do the authors recommend for nursing education based on these findings?
They recommend that nursing practice and education pay more attention to the theoretical and sociodemographic factors identified, to encourage novice and beginner nurses to report medication errors and near misses.