Skip to main content
Wiley Open Access Collection logoLink to Wiley Open Access Collection
. 2021 Oct 11;56(2):211–219. doi: 10.1111/medu.14666

Student ethnicity predicts social learning experiences, self‐regulatory focus and grades

Chantal E E van Andel 1,, Marise P Born 2,3, Walter W van den Broek 1, Karen M Stegers‐Jager 1
PMCID: PMC9293402  PMID: 34543459

Abstract

Context

Ethnic minority students find that their ethnicity negatively affects the evaluation of their capacities and their feelings in medical school. This study tests whether ethnic minority and majority students differ in their ‘self‐regulatory focus’ in clinical training, that is, their ways to approach goals, due to differences in social learning experiences. Self‐regulatory focus consists of a promotion and prevention focus. People who are prone to stereotypes and unfair treatments are more likely to have a prevention focus and conceal certain identity aspects. The objectives of the study are to test whether ethnic minority students, as compared with ethnic majority students, are equally likely to have a promotion focus, but more likely to have a prevention focus in clinical training due to more negative social learning experiences (Hypothesis 1), and whether the relationship between student ethnicity and clinical evaluations can be explained by students' gender, social learning experiences, self‐regulatory focus and impression management (Hypothesis 2).

Methods

Survey and clinical evaluation data of 312 (71.2% female) clerks were collected and grouped into 215 ethnic majority (69.4%) and 95 ethnic minority students (30.6%). Students' social learning experiences were measured as perceptions of unfair treatment, trust in supervisors and social academic fit. Self‐regulatory focus (general and work specific) and impression management were also measured. A parallel mediation model (Hypothesis 1) and hierarchical multiple regression analyses were used (Hypothesis 2).

Results

Ethnic minority students had higher perceptions of unfair treatment and lower trust in their supervisors in clinical training. They were more prevention focused in clinical training, but this was not mediated by having more negative social learning experiences. Lower clinical evaluations for ethnic minority students were unexplained. Promotion focus in clinical training and trust in supervisors positively relate to clinical grades.

Conclusion

Student ethnicity predicts social learning experiences, self‐regulatory focus and grades in clinical training. The hidden curriculum plausibly plays a role here.

Short abstract

van Andel et al. demonstrate that systematic differences between ethnic minority and majority students can be predicted based on social learning experiences, self‐regulatory focus and clinical grades.

1. INTRODUCTION

To facilitate a diverse population of doctors in the future, all medical students, including those from underrepresented minorities, should feel included at their medical school. Feelings of inclusion not only contribute to students' wellbeing, 1 but also to motivation, 2 self‐esteem 3 and academic performance. 4 Little data, however, have been published with regard to how ethnic minority students experience their social and learning environment in medical school. 5 The few published data show a consistent picture, though; ethnic minority students perceive that their capacities are systematically underestimated and that their ethnicity negatively affects their social learning experiences, 6 such as a sense of belonging. 7 This study tests whether potential differences in social learning experiences between ethnic minority and majority students affect students' ‘self‐regulatory focus’, a psychological concept used to describe how people orientate themselves towards goals. 8 These orientations are directed towards the presence/absence of positive future outcomes (promotion focus) and towards the presence/absence of negative future outcomes (prevention focus), depending on the person and situation. This study also tests whether lower clinical evaluations of ethnic minority students could be explained by students' social learning experiences, self‐regulatory focus and impression management.

Three social learning experiences of medical students are specified in this study, namely; the extent to which students (a) perceive they are treated unfairly, 9 (b) have trust 10 in their clinical supervisors and (c) feel a social academic fit 4 in clinical training. It is expected that ethnic minority students have more negative social learning experiences, because they are at a greater risk to receive lower grades 11 , 12 , 13 and insufficient support 5 and to experience negative effects of stereotypes and discrimination by supervisors and peers, 5 , 6 , 14 , 15 as compared with ethnic majority students. More specifically, perceptions of unfair treatment could come from implicit criteria that are associated with professionalism, which may be harder to meet for ethnic minority students (as stated by minority respondents). 16 For example, students' language use or way of performing language socially (even though perfectly Dutch and with a slight accent) and levels of assertiveness 7 are likely to be mentioned as implicit criteria of professionalism. 16 Also, the personal values of ethnic minority students are less likely to correspond with the values of a dominant organisational culture, 6 , 17 which could result in a lack of trust in supervisors or school systems. Indeed, students could experience a misfit with the ‘higher social class’ 18 or ‘historically White, male’ 19 norms that rule in medical school. Furthermore, ethnic minority students may be more uncertain about their social belonging at medical school, for example, their social academic fit. 4 , 7 , 16 , 20

As mentioned above, self‐regulatory focus can be divided into two self‐regulatory systems, a so‐called ‘promotion’, which sets goals in terms of aspirations and accomplishments, and a ‘prevention’ focus, which sets goals in terms of responsibility and safety. 8 Self‐regulatory focus can be chronic as well as situationally induced, implying that people can have both orientations simultaneously. 8 , 21 People with a promotion focus and who use self‐promotion tactics tend to receive more positive social evaluations. 22 , 23 A clinical evaluation could be seen as a type of social evaluation, 24 and grades are therefore expected to be positively linked to students' promotion focus and expressions to promote oneself. There is no reason to suggest that ethnic minority and majority students differ in their promotion focus in clinical training.

However, they could differ in their prevention focus in clinical training, because people from stereotyped groups 22 and people who perceive that they have been treated unfairly 21 are more likely to have a prevention focus. As ethnic minority students are at a greater risk of loss in social evaluations, because of a higher likeliness to be stereotyped, they could be more prevention focused in medical school. This could for instance mean that they speak cautiously and that they actively try to avoid mistakes. In other words, ethnic minority students could feel under threat and be fearful of the negative consequences of being oneself at work. 16 , 20 Feeling under threat, in turn, could also hinder performance 25 , 26 and personal engagement, 16 which could create the impression that the person is unmotivated. Indeed, hiding certain identity aspects in the workplace can be a costly strategy. 27 Impression management 28 , 29 is therefore also taken into account in this study. Furthermore, both chronic and work‐related self‐regulatory focus are measured in this study, because if one's chronic focus is different from one's work‐related focus, then clinical training could have a situational effect. Finally, gender is taken into account because female students are more likely to get higher clinical grades. 30 , 31 Following this line of arguments, the present study tests two hypotheses:

  1. Ethnic minority students, as compared with ethnic majority students, are equally likely to have a promotion focus in clinical training, but are more likely to have a prevention focus in clinical training. The relationship between student ethnicity and prevention focus in clinical training is mediated by social learning experiences.

  2. The relationship between student ethnicity and clinical evaluation could be explained by students' gender, social learning experiences, self‐regulatory focus in clinical training and impression management.

2. METHODS

2.1. Context

This study was conducted at the Erasmus MC Medical School in Rotterdam, the Netherlands. The numerical representation of non‐Western ethnic minority students in this medical school (~23%) falls behind on a city level (38.9%) but exceeds the numerical representation of non‐Western ethnic minorities on a country level (14.1%), and other medical schools. The Master phase mainly consists of six integrated blocks in which different disciplines are combined. Each block starts with a few weeks of thematic education, after which the acquired knowledge is applied in that clerkship. The blocks occur in the following order: 10 weeks internal medicine; 10 weeks surgery; 10 weeks paediatrics; gynaecology and obstetrics; 10 weeks neurology and psychiatry; 9 weeks dermatology, ear, nose and throat surgery, and ophthalmology; and finally 9 weeks family and social medicine. The other part of the Master consists of research and elective clerkships.

2.2. Procedure

Students in clinical training were asked to complete a paper‐and‐pen or online survey at the end of a lecture, which took 5–10 min of their time. No compensation was offered. Participation was voluntary, and informed consent was obtained. Pseudo‐anonymity for participants was guaranteed, as clinical evaluation data were retrieved by the use of students' numbers, after which the student numbers were permanently deleted from the data file. Ethical permission was approved by the Medical Research Ethics Committee (METC) at Erasmus MC Medical School (MEC‐2019‐0649).

2.3. Variables and measures

The survey consisted of five variables that had previously been used in social psychological research. Scales were translated from English to Dutch using the back‐translation‐procedure, 32 and scale instructions were specified to the context of medical education or ‘clerkships’, more precisely. Scale items that needed to be reversed were reversed. Internal reliabilities (α) for each of the scales were checked and reported in Table 1, and subsequently, items were averaged and computed into a single continuous score for each scale.

TABLE 1.

Mean differences between ethnic minority and ethnic majority students, p values in bold are significantly below .05

Ethnic majority students Ethnic minority students
α n Mean ± SD n Mean ± SD p value Cohen d
Perceptions of unfair treatment 0.84 214 1.99 ± 0.58 95 2.20 ± 0.69 <.01 0.33
Trust in supervisors 0.86 213 3.52 ± 0.69 95 3.22 ± 0.78 <.01 0.42
Social academic fit 0.89 213 5.14 ± 0.75 93 4.98 ± 0.82 0.1
Promotion focus in clinical training 0.81 212 4.28 ± 0.66 90 4.41 ± 0.62 0.1
Promotion focus: gains 0.69 212 3.87 ± 0.89 90 4.00 ± 0.83 0.24
Promotion focus: achievement 0.76 212 4.7 ± 0.74 90 4.76 ± 0.73 0.52
Promotion focus: ideals 0.71 212 4.26 ± 0.86 90 4.48 ± 0.94 0.06
Prevention focus in clinical training 0.7 212 4.67 ± 0.61 90 4.84 ± 0.64 0.03 0.27
Prevention focus: oughts 0.81 212 5.35 ± 0.57 90 5.38 ± 0.57 0.72
Prevention focus: loss 0.77 212 3.99 ± 0.98 90 4.31 ± 1.01 0.01 0.32
Strategies to promoste 0.78 210 2.9 ± 0.58 89 2.76 ± 0.66 0.06
Self‐promotion 0.82 210 3.13 ± 0.74 89 3.10 ± 0.83 0.73
Ingratiation 0.85 210 2.97 ± 0.89 89 2.72 ± 1.01 0.04 0.26
Exemplification 0.67 210 2.5 ± 0.90 89 2.35 ± 0.91 0.18
Strategies to prevent 0.66 210 2.66 ± 0.60 89 2.78 ± 0.65 0.12
Promotion focus general 0.84 202 6.13 ± 1.09 87 6.52 ± 1.15 <.01 0.35
Prevention focus general 0.85 201 4.66 ± 1.43 87 4.87 ± 1.48 0.27
Clinical evaluation (−) 211 7.83 ± 0.40 93 7.58 ± 0.50 <.01 0.55

Note: Cohen d effect size 0.2 = small, 0.5 = medium, 0.8 = large effect size. 33 , 34

2.3.1. Perceptions of unfair treatment

This 9‐item scale 9 asked respondents to indicate to what extent they experienced certain situations during their clerkships, on a Likert scale ranging from 1 (never), to 5 (almost every day). An example item is ‘People acting as if they are better than you’.

2.3.2. Trust in supervisors

A 7‐item 10 scale asked respondents to what extent they trusted their supervisors during their clerkships, on a Likert scale ranging from 1 (highly disagree), to 5 (highly agree). An example item is ‘In general, I believe my supervisor's motives and intentions are good’.

2.3.3. Sense of social academic fit

A 17‐item 4 scale asked respondents what studying medicine is like for them, on a Likert scale ranging from 1 (totally disagree) to 7 (totally agree). Example items are ‘People at my study accept me’ and ‘I fit in well at my study’.

2.3.4. Self‐regulatory focus

Respondents' chronic self‐regulatory focus was measured using an 18‐item scale, including nine items for prevention and nine items for promotion. 35 This scale can be used as an alternative to the original Regulatory Focus Questionnaire (RFQ) of Higgins, 8 as it measures individual's subjective histories of success or failure in promotion and prevention focus. This scale is recommended for academic performance settings, 36 with responses given on a Likert scale ranging from 1 (not true at all) to 9 (very true). An example item is ‘In general, I am focused on preventing negative events in my life’. Work‐related prevention and promotion focus were measured using another 15‐item scale, including nine items for promotion and six items for prevention, 37 with a Likert answering scale ranging from 1 (never) to 6 (always). This scale was adapted from a work‐related scale, 37 as the internships of clinical training happen in a workplace setting. An example item is ‘I do everything I can to avoid loss at work’. Three items from the prevention scale were excluded because these items concerned job security and were therefore considered as not applicable to medical students. The work‐related regulatory focus scale is conceptually different from the original RFQ, 8 as it captures the psychological state of an employee/clerk at any point in time, and is likely to change to situational cues. 37

2.3.5. Impression management

An 11‐item scale 38 was used to measure strategies to promote positive impressions in organisational settings, such as clinical training. Respondents are asked how often they behaved in a certain way at work (1 [never behave this way], 5 [often behave this way]). The scale consists of three sub‐facets, namely, (1) self‐promotion (four items), whereby students point out their abilities or accomplishments in order to be seen as competent; (2) ingratiation (four items), whereby students do favours or use flattery to elicit an attribution of likability; and (3) exemplification 38 (three items), whereby students self‐sacrifice or go above and beyond the call of duty in order to gain the attribution of dedication. Given that these three strategies are aimed at increasing one's competence, likeability and dedication, one average score was computed. Example items are ‘Make people aware of your talents or qualifications’ for self‐promotion, ‘Compliment your colleagues so they will see you as likable’ for ingratiation, and ‘Stay at work late so people will know you are hardworking’, for exemplification. The original scale includes two other sub‐facets (i.e., intimidation and supplication), but these behaviours (such as being aggressive or appearing needy) were considered uncommon for medical students and therefore were excluded. In addition, the authors created six items to assess strategies to prevent negative impressions. An example item is ‘I make sure that I am not associated to people or cases with a bad reputation’.

2.3.6. Clinical evaluation

An average grade between 1 and 10 (1 [poor], 10 [excellent]) across the first six clerkships was retrieved from the university administration system. The average grade of the first five clerkships has been shown to be a good representation of all 10 clerkships 39 (note that the start order of the fifth/sixth clerkship varied among students, so that the first six were taken).

2.3.7. Demographics

Respondents were asked to report their gender, age and (parental) country of birth. There are many ways to measure ethnicity, yet we deliberately chose to ask for (parental) country of birth because this is a stable fact, rather than a dynamic construct such one's ethnic identity (i.e., a sense of self in terms of membership), which is likely to evolve and change in response to social psychological and contextual factors. 40 Based on parental country of birth, students were then classified into two groups: ethnic minority and ethnic majority students. Students with Western and non‐Western migration backgrounds were classified together because the group of students with a Western migration background was too small to be tested separately (n = 22) and because those students are also likely to receive lower clinical evaluations. 11 , 41

2.4. Statistical power and analysis

The minimum recruitment target was set to 160 participants in total, in order to detect a medium effect size with eight predictors in a linear regression model, an error probability of α = .05, and power β = .95, as calculated with G*Power software. 42 Incomplete cases were list‐wise deleted in analyses, as the assumptions of enough statistical power due to the study's sample size and randomness of missing data were (still) met.

To test the first hypothesis regarding promotion focus in clinical training, an analysis of variance (ANOVA) was conducted to compare promotion focus in clinical training for ethnic minority and ethnic majority students. Regarding prevention focus in clinical training, a parallel mediation model was tested using Process. 43 First, the direct effect of student ethnicity on each of the three social learning experience mediators was tested, and then the direct effects of these on prevention focus in clinical training were tested. The indirect effect of student ethnicity on prevention focus in clinical training was tested using non‐parametric bootstrapping. 43

To examine the unique contributions of each of the predictors in the explanation of clinical evaluations for the second hypothesis, a hierarchical multiple regression analysis was conducted with students' ethnicity, gender, social learning experiences, self‐regulatory focus in clinical training and impression management. Predictors were entered using a backward approach, based on the assumption that the predictor variables were not independent (i.e., multicollinearity). 44 The backward selection method is often used and implies that the first model contained all of the considered predictor variables, after which the least significant variables, one after the other, are eliminated in the subsequent models. This proceeded until there were no more variables left to eliminate with p values >.10. 45 All analyses were executed using IBM SPSS Statistics Data Editor, Version 25.0.

3. RESULTS

3.1. Participants

The total sample consisted of 312 medical students (71.2% female), of which 215 (69.4%) had a native Dutch background, 72 (23.2%) had non‐Western migration backgrounds, and 23 (7.4%) had Western migration backgrounds. Most students with a non‐Western migration background came from Turkey, Morocco, Iran, Iraq, Suriname, China and Afghanistan. After the sample was divided into two groups, it consisted of 215 ethnic majority students (69.4%) and 95 ethnic minority students (30.6%). Their average age was 24.50 years ± 2.25 and ranged between 21 and 43 years. Generally, ethnic minority students had more chronic promotion focus in life, than ethnic majority students (F [1, 288] = 7.73, p = <.01), but there were no differences between the groups regarding chronic prevention focus in life (F [1, 287] = 1.23, p = .27), see Table 1.

3.2. Correlations between social learning experiences and clinical evaluation

The findings showed that all social learning experiences were significantly positively related to each other, and significantly related to clinical evaluations, except for perceptions of unfair treatment, which had significant negative relationships. See an overview of all correlations among this study's variables in Table 2.

TABLE 2.

Correlation matrix of variables

Perceptions of unfair treatment Trust in supervisors Social academic fit Promotion focus in clinical training Prevention focus in clinical training Strategies to promote Strategies to prevent Chronic promotion focus Chronic prevention focus Clinical evaluation
Perceptions of unfair treatment r 1
Trust in supervisors r −.55** 1
Social academic fit r .40** .44** 1
Promotion focus in clinical training r −0.06 .03 .39** 1
Prevention focus in clinical training r 0.10 −.05 −.07 .09 1
Strategies to promote r .17** −.05 .04 .25** .11 1
Strategies to prevent r .17** −.22** −.17** .01 .18** .31** 1
Chronic promotion Focus r −0.02 .03 .28** .61** .22** .33** .04 1
Chronic prevention focus r .33** −.35** −.46** −.17** .40** .21** .31** .04 1
Clinical evaluation r −.19** .20** .22** .21** −.06 .12* −.07 .08 −.15* 1

Note: Cohen r effect size 0.1 = small, 0.3 = medium, 0.5 = large effect size. 33 , 34

**

p value significant below <.01.

*

p value significantly below <.05.

3.3. Hypothesis 1: Self‐regulatory focus in clinical training

Findings showed that both student groups were equally likely to have a promotion focus in clinical training (F [1, 300] = 2.69, p = .10), see Table 1. Ethnic minority students were more likely to have a prevention focus in clinical training (B = .18, s.e. = .08, p = .03), less likely to have trust in clinical supervisors (B = −0.33, s.e. = .09, p ≤ .001), and more likely to have perceptions of unfair treatment, (B = 0.21, s.e. = .08, p < .01), see Table 1. However, student ethnicity did not influence social academic fit, (B = −0.17, s.e. = .10, p = .08). There was no indirect effect of student ethnicity on prevention focus in clinical training, as having a prevention focus in clinical training was not related to the potential mediators trust in supervisors (B = .05, s.e. = .06, p = .44), social academic fit (B = −.04, s.e. = .05, p = .46), and perceptions of unfair treatment (B = .07, s.e. = .07, p = .33), even though ethnic minority students did score lower on two out of three social learning experiences. Hence, Hypothesis 1 was largely supported, except for the finding that differences between ethnic minority and majority students in their prevention focus in clinical training were not mediated by their social learning experiences.

3.4. Hypothesis 2: Clinical evaluations

The standardised regression coefficients and p values for the first and last model are presented in Table 3. The last model identified students' ethnicity, gender, trust in supervisors and promotion focus in clinical training as variables that significantly relate to clinical evaluations. Students with higher clinical evaluations were more likely to have an ethnic majority background, to be female, to have more trust in their supervisors, and to have more promotion focus on clinical training. From the first to the last model, student ethnicity remained a significant predictor of clinical evaluations. Hence, the relationship between student ethnicity and clinical evaluations was unexplained by the other variables, which does not support Hypothesis 2.

TABLE 3.

Backward regression analysis for clinical evaluations (standardised regression coefficients)

First model Last model
Ethnicity −.23** −.25**
Gender .18 .18**
Perceptions of unfair treatment −.05
Trust in supervisor .13 .17**
Social academic fit .05
Promotion focus in clinical training .24** .28**
Prevention focus in clinical Training −.05
Strategies to promote .07
Strategies to prevent .01
Adjusted R 2 .18 .18

4. DISCUSSION

To our knowledge, this is the first study that shows that ethnic minority students, as compared with ethnic majority students, were more likely to be prevention focused in clinical training, that is, oriented towards loss aversion and fulfilling responsibilities, even though being generally more promotion focused in life. Ethnic minority students had more perceptions of unfair treatment and less trust in their supervisors, yet these more negative experiences were unrelated to having a prevention focus in clinical training. The relationship between student ethnicity and clinical evaluations was unexplained by students' gender, social learning experiences, self‐regulatory focus in clinical training or impression management. Female students, students with an ethnic majority background, students with more trust in their supervisors and students with more promotion focus in clinical training were more likely to receive higher clinical evaluations.

Our findings are consistent with literature showing that ethnic minority students perceive that their ethnicity negatively affects their school outcomes. 5 , 7 A possible explanation of our findings lies in the situational effects that clinical training has on students. Assuming that formal curricula do not intentionally create group‐based differences in experiences and outcomes, the explanation could be found in the unintended consequences of a hidden curriculum. The hidden curriculum refers to the institution's structure and culture, which consist of interpersonal encounters and what students learn outside of formal teaching. 46 Indeed, medical schools can be seen as cultural entities that shape definitions of ‘good doctoring’ 47 , 48 and form professional identities. 49 Even though it is unclear how professional identity formation is transmitted to students in a curriculum that is hidden, 50 evidence suggests that it could be culturally biased, 16 , 19 , 49 that is, reflecting White standards for professional behaviours. 51 Clinical training could be tightly rule‐bound and hierarchical, 29 , 48 and socialisation can have significant psychological impact on students. 29 , 52 In response to socialisation, ethnic minority students could situationally adapt a prevention focus in clinical training. Because of those clinical socialisation practices, ethnic minority students may struggle to fit in socially, to feel safe and to be oneself in clinical training.

Socialisation practices of medical students are greatly affected by role models, 53 and students' self‐regulatory focus determines who inspires them. 35 This implies that promotion‐focused students are more likely to be motivated by positive role models, whereas prevention‐focused students are more likely to be motivated by negative role models. 35 Ethnic minority students, given that they could have both foci, might be inspired by positive as well as negative role models, yet the problem is that they see an overall lack of representative role models. 7 When it comes to research regarding socialisation practices of medical students, we suggest to include self‐regulatory focus as a factor, as it could provide meaningful information. Further, future researchers are asked to replicate our findings, and also examine whether ethnic minority students enter medical school with higher levels of prevention focus in clinical training, and/or whether prevention increases as medical school prolongs, from undergraduate to clinical training.

The finding that ethnic minority students were more prevention focused in clinical training was unexplained by perceptions of unfair treatment, contrary to what earlier research would suggest. 21 Future research could examine whether social learning experiences, other than the ones we operationalised in our study, could explain this difference. Perceiving that one's capacities are systematically underestimated 5 could be a plausible explanation as such. Furthermore, the finding that ethnic minority students was more likely to find themselves in unfair situations has implications; perceptions of unfair treatment namely increase the likelihood of withdrawal from situations that might involve competition with majority groups. 54 Ethnic minority students could thus forego opportunities for certain residency programs, which maintains the status quo and hinders diversity. 27 However, they could also respond with redoubling their effort to aim for their academic goals despite of unfair treatments, 7 , 16 and this could explain why ethnic minority students were found to be promotion focused 55 as well. Research shows that when people with concealed identities are asked to promote positive impressions, their interactions with others are rated more positively by independent raters, as compared to when they are asked to prevent negative impressions. 22 This is in line with our findings, because higher clinical evaluations were given to students with more promotion focus in clinical training. Yet, strategies to promote positive impressions were unrelated to promotion focus in clinical training and clinical evaluations, and ethnic majority students had similar levels of promotion focus in clinical training as ethnic minority students in our study. Hence, it remains a question why differences in clinical grades between ethnic minority and majority students exist.

Student ethnicity had a direct influence on clinical evaluations, even when adjusting for differences in gender, social learning experiences, self‐regulatory focus in clinical training and impression management. These findings are in line with a systematic review that showed persistent ethnicity‐related differences in grades, despite of psychological and demographic factors that were taken into account. 56 In a next study, these researchers showed that student's choice of friends were related to their grades. 57 Indeed, students' social capital in medical school, such as the likelihood of naming a clinician in one's network, could differ across student ethnicities. 7 , 58 Further research is needed to explain the relationship between student ethnicity and clinical evaluations, and again, the hidden curriculum could play a role here. 59

Our study was limited by the use of ethnic minority and ethnic majority categorizations. This means that we had pre‐defined groups in order to predict outcome variables. Even though we categorised the sample into two groups because we aimed to statistically infer group differences, we do acknowledge the importance of intersectionality. 60 , 61 Cultures are dynamic, and every person belongs to many cultures in which they could switch from day to day. 34 Also, differences within cultures may be larger than differences between cultures. Future studies could take an intersectional approach and include categories of difference additional to ethnicity, such as class, sexuality religiosity, and so forth and their intersections, such that experiences of students who are ‘othered’ for various reasons, are taken into account. 61 , 62 Nevertheless, a strength of this study was that we took the perspectives and reported the experiences of ethnic minority students themselves. 63

In sum, ethnic minority medical students, as compared with their ethnic majority counterparts, are more likely to have a chronic promotion focus in general life, yet a prevention focus in clinical training. They also have more perceptions of unfair treatment, less trust in their supervisors and lower grades during their clerkships. Students' gender, social learning experiences, self‐regulatory focus and impression management could not explain the relationship between student ethnicity and clinical evaluations. Being an ethnic majority student, a female student, having trust in supervisors, and having a promotion focus in clinical training all uniquely increase the likelihood of getting higher clinical grades. Hence, systematic inequalities in experiences and outcomes based on student's social group membership (i.e., ethnicity) can be predicted in clinical training—and this is why clinical training could be seen as a ‘prejudiced place’. 64 Prejudice could namely stem from places, not only from people. 64 Medical schools are thus recommended to create a more inclusive climate in clinical training.

CONFLICT OF INTEREST

No competing interests.

ETHICS STATEMENT

Ethical permission was approved by the Medical Research Ethics Committee (METC) at Erasmus MC Medical School (MEC‐2019‐0649).

ACKNOWLEDGEMENTS

We would like to thank all students who have participated and completed our study.

van Andel CEE, Born MP, van den Broek WW, Stegers‐Jager KM. Student ethnicity predicts social learning experiences, self‐regulatory focus and grades. Med Educ. 2022;56(2):211-219. doi: 10.1111/medu.14666

REFERENCES

  • 1. Cohen S, Janicki‐Deverts D. Can We Improve Our Physical Health by Altering Our Social Networks? Perspect Psychol Sci. 2009;4(4):375‐378. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2. Juvonen J. Sense of belonging, social bonds, and school functioning. In: Handbook of Educational Psychology. Lawrence Erlbaum Associates Publishers; 2006:655‐674. [Google Scholar]
  • 3. Ma X. Sense of belonging to school: can schools make a difference? J Educ Res. 2003;96(6):340‐349. [Google Scholar]
  • 4. Walton GM, Cohen GL. A question of belonging: race, social fit, and achievement. J Pers Soc Psychol. 2007;92(1):82‐96. [DOI] [PubMed] [Google Scholar]
  • 5. Orom H, Semalulu T, Underwood W III. The social and learning environments experienced by underrepresented minority medical students: a narrative review. Acad Med. 2013;88(11):1765‐1777. [DOI] [PubMed] [Google Scholar]
  • 6. Tjitra JJ, Leyerzapf H, Abma TA. “Dan blijf ik gewoon stil”: ervaringen van allochtone studenten met interculturalisatie tijdens de opleiding Geneeskunde. Tijdschrift voor Medisch Onderwijs. 2011;30(6):292‐301. [Google Scholar]
  • 7. Isik U, Wouters A, Croiset G, Kusurkar RA. What kind of support do I need to be successful as an ethnic minority medical student? A qualitative study. BMC Med Educ. 2021;21(1):1‐12. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8. Higgins ET, Friedman RS, Harlow RE, Idson LC, Ayduk ON, Taylor A. Achievement orientations from subjective histories of success: promotion pride versus prevention pride. Eur J Soc Psychol. 2001;31(1):3‐23. [Google Scholar]
  • 9. Williams DR, Yan Y, Jackson JS, Anderson NB. Racial differences in physical and mental health: socio‐economic status, stress and discrimination. J Health Psychol. 1997;2(3):335‐351. [DOI] [PubMed] [Google Scholar]
  • 10. Robinson SL. Trust and breach of the psychological contract. Adm Sci Q. 1996;41(4):574‐599. [Google Scholar]
  • 11. Stegers‐Jager KM, Steyerberg EW, Cohen‐Schotanus J, Themmen AP. Ethnic disparities in undergraduate pre‐clinical and clinical performance. Med Educ. 2012;46(6):575‐585. [DOI] [PubMed] [Google Scholar]
  • 12. Stegers‐Jager KM, Themmen APN, Cohen‐Schotanus J, Steyerberg EW. Predicting performance: relative importance of students' background and past performance. Med Educ. 2015;49(9):933‐945. [DOI] [PubMed] [Google Scholar]
  • 13. van Andel CEE, Born MP, Themmen APN, Stegers‐Jager KM. Broadly sampled assessment reduces ethnicity‐related differences in clinical grades. Med Educ. 2019;53(3):264‐275. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14. Woolf K, Cave J, Greenhalgh T, Dacre J. Ethnic stereotypes and the underachievement of UK medical students from ethnic minorities: qualitative study. BMJ. 2008;337(aug18 1):a1220. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15. Leyerzapf H, Abma T. Cultural minority students' experiences with intercultural competency in medical education. Med Educ. 2017;51(5):521‐530. [DOI] [PubMed] [Google Scholar]
  • 16. Leyerzapf H, Abma TA, Steenwijk RR, Croiset G, Verdonk P. Standing out and moving up: performance appraisal of cultural minority physicians. Adv Health Sci Educ Theory Pract. 2015;20(4):995‐1010. [DOI] [PubMed] [Google Scholar]
  • 17. Brannon Tiffany N, Carter Evelyn R, Murdock‐Perriera Lisel A, Higginbotham GD. From backlash to inclusion for all: instituting diversity efforts to maximize benefits across group lines. Soc Issues Policy Rev. 2018;12(1):57‐90. [Google Scholar]
  • 18. Beagan BL. “Even if i don't know what i'm doing i can make it look like i know what i'm doing”: becoming a doctor in the 1990s*. Can Rev Sociol/Revue Canadienne de Sociologie. 2001;38(3):275‐292. [DOI] [PubMed] [Google Scholar]
  • 19. Volpe RL, Hopkins M, Haidet P, Wolpaw DR, Adams NE. Is research on professional identity formation biased? Early insights from a scoping review and metasynthesis. Med Educ. 2019;53(2):119‐132. [DOI] [PubMed] [Google Scholar]
  • 20. Teherani A, Hauer KE, Fernandez A, King TE Jr, Lucey C. How small differences in assessed clinical performance amplify to large differences in grades and awards: a cascade with serious consequences for students underrepresented in medicine. Acad Med. 2018;93(9):1286‐1292. [DOI] [PubMed] [Google Scholar]
  • 21. Oyserman D, Uskul AK, Yoder N, Nesse RM, Williams DR. Unfair treatment and self‐regulatory focus. J Exp Soc Psychol. 2007;43(3):505‐512. [Google Scholar]
  • 22. Newheiser A‐K, Barreto M, Ellemers N, Derks B, Scheepers D. Regulatory focus moderates the social performance of individuals who conceal a stigmatized identity. Br J Soc Psychol. 2015;54(4):787‐797. [DOI] [PubMed] [Google Scholar]
  • 23. Amaral AA, Powell DM, Ho JL. Why does impression management positively influence interview ratings? The mediating role of competence and warmth. Int J Select Assess. 2019;27(4):315‐327. [Google Scholar]
  • 24. Gingerich A, Regehr G, Eva KW. Rater‐based assessments as social judgments: rethinking the etiology of rater errors. Acad Med. 2011;86(10 Suppl):S1‐S7. [DOI] [PubMed] [Google Scholar]
  • 25. Steele C. A threat in the air: how stereotypes shape intellectual identity and performance. Am Psychol. 1997;52(6):613‐629. [DOI] [PubMed] [Google Scholar]
  • 26. Ståhl T, van Laar C, Ellemers N. The role of prevention focus under stereotype threat: initial cognitive mobilization is followed by depletion. J Pers Soc Psychol. 2012;102(6):1239‐1251. [DOI] [PubMed] [Google Scholar]
  • 27. van Laar C, Meeussen L, Veldman J, van Grootel S, Sterk N, Jacobs C. Coping with stigma in the workplace: understanding the role of threat regulation, supportive factors, and potential hidden costs. Front Psychol. 2019;10:1879. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28. Han H, Roberts NK, Korte R. Learning in the real place: medical students' learning and socialization in clerkships at one medical school. Acad Med. 2015;90(2):231‐239. [DOI] [PubMed] [Google Scholar]
  • 29. Vanstone M, Grierson L. Medical student strategies for actively negotiating hierarchy in the clinical environment. Med Educ. 2019;53(10):1013‐1024. [DOI] [PubMed] [Google Scholar]
  • 30. Riese A, Rappaport L, Alverson B, Park S, Rockney RM. Clinical performance evaluations of third‐year medical students and association with student and evaluator gender. Acad Med. 2017;92(6):835‐840. [DOI] [PubMed] [Google Scholar]
  • 31. Low D, Pollack SW, Liao ZC, et al. Racial/ethnic disparities in clinical grading in medical school. Teach Learn Med. 2019;31(5):487‐496. [DOI] [PubMed] [Google Scholar]
  • 32. Brislin RW. Back‐translation for cross‐cultural research. J Cross Cult Psychol. 1970;1(3):185‐216. [Google Scholar]
  • 33. Cohen J. Statistical Power Analysis for the Behavioral Sciences. USA: Academic Press; 1988. [Google Scholar]
  • 34. Erez M, Gati E. A dynamic, multi‐level model of culture: from the micro level of the individual to the macro level of a global culture. Appl Psychol. 2004;53(4):583‐598. [Google Scholar]
  • 35. Lockwood P, Jordan CH, Kunda Z. Motivation by positive or negative role models: regulatory focus determines who will best inspire us. J Pers Soc Psychol. 2002;83(4):854‐864. [PubMed] [Google Scholar]
  • 36. Kelly LH, Utpal MD, William OB. An assessment of chronic regulatory focus measures. J Market Res. 2010;47(5):967‐982. [Google Scholar]
  • 37. Neubert MJ, Kacmar KM, Carlson DS, Chonko LB, Roberts JA. Regulatory focus as a mediator of the influence of initiating structure and servant leadership on employee behavior. J Appl Psychol. 2008;93(6):1220‐1233. [DOI] [PubMed] [Google Scholar]
  • 38. Bolino MC, Turnley WH. Measuring impression management in organizations: a scale development based on the jones and pittman taxonomy. Organ Res Methods. 1999;2(2):187‐206. [Google Scholar]
  • 39. Urlings‐Strop LC, Themmen AP, Stijnen T, Splinter TA. Selected medical students achieve better than lottery‐admitted students during clerkships. Med Educ. 2011;45(10):1032‐1040. [DOI] [PubMed] [Google Scholar]
  • 40. Phinney J, Horenczyk G, Liebkind K, Vedder P. Ethnic identity, immigration, and well‐being: an interactional perspective. J Soc Issues. 2001;57(3):493‐510. [Google Scholar]
  • 41. Stegers‐Jager KM, Steyerberg EW, Lucieer SM, Themmen AP. Ethnic and social disparities in performance on medical school selection criteria. Med Educ. 2015;49(1):124‐133. [DOI] [PubMed] [Google Scholar]
  • 42. Faul F, Erdfelder E, Lang A‐G, Buchner A. G*Power 3: a flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behav Res Methods. 2007;39(2):175‐191. [DOI] [PubMed] [Google Scholar]
  • 43. Hayes AF. Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression‐Based Approach. New York, NY: US Guilford Press; 2013. [Google Scholar]
  • 44. Mantel N. Why stepdown procedures in variable selection. Dent Tech. 1970;12(3):621‐625. [Google Scholar]
  • 45. Chon DS. Medical resources and national homicide rates: a cross‐national assessment. Int J Comp Appl Crim Just. 2010;34(1):97‐118. [Google Scholar]
  • 46. Phillips SP, Clarke M. More than an education: the hidden curriculum, professional attitudes and career choice. Med Educ. 2012;46(9):887‐893. [DOI] [PubMed] [Google Scholar]
  • 47. Hafferty FW. Beyond curriculum reform: confronting medicine's hidden curriculum. Acad Med. 1998;73(4):403‐407. [DOI] [PubMed] [Google Scholar]
  • 48. Lempp H, Seale C. The hidden curriculum in undergraduate medical education: qualitative study of medical students' perceptions of teaching. BMJ. 2004;329(7469):770‐773. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 49. Wyatt TR, Balmer D, Rockich‐Winston N, Chow CJ, Richards J, Zaidi Z. ‘Whispers and shadows’: a critical review of the professional identity literature with respect to minority physicians. Med Educ. 2021;55(2):148‐158. [DOI] [PubMed] [Google Scholar]
  • 50. Baird J, Bracken K, Grierson LEM. The relationship between perceived preceptor power use and student empowerment during clerkship rotations: a study of hidden curriculum. Med Educ. 2016;50(7):778‐785. [DOI] [PubMed] [Google Scholar]
  • 51. Frye V, Camacho‐Rivera M, Salas‐Ramirez K, et al. Professionalism: the wrong tool to solve the right problem? Acad Med. 2020;95(6):860‐863. [DOI] [PubMed] [Google Scholar]
  • 52. Atherley AE, Hambleton IR, Unwin N, George C, Lashley PM, Taylor CG. Exploring the transition of undergraduate medical students into a clinical clerkship using organizational socialization theory. Perspect Med Educ. 2016;5(2):78‐87. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 53. Cruess RL, Cruess SR, Boudreau JD, Snell L, Steinert Y. A schematic representation of the professional identity formation and socialization of medical students and residents: a guide for medical educators. Acad Med. 2015;90(6):718‐725. [DOI] [PubMed] [Google Scholar]
  • 54. Pinel EC. Stigma consciousness: the psychological legacy of social stereotypes. J Pers Soc Psychol. 1999;76(1):114‐128. [DOI] [PubMed] [Google Scholar]
  • 55. Oyserman D, Swim JK. Stigma: an insider's view. J Soc Issues. 2001;57(1):1‐14. [Google Scholar]
  • 56. Woolf K, Potts HWW, McManus IC. Ethnicity and academic performance in UK trained doctors and medical students: systematic review and meta‐analysis. BMJ. 2011;342:d901. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 57. Woolf K, Potts HWW, Patel S, McManus IC. The hidden medical school: a longitudinal study of how social networks form, and how they relate to academic performance. Med Teach. 2012;34(7):577‐586. [DOI] [PubMed] [Google Scholar]
  • 58. Vaughan S, Sanders T, Crossley N, O'Neill P, Wass V. Bridging the gap: the roles of social capital and ethnicity in medical student achievement. Med Educ. 2015;49(1):114‐123. [DOI] [PubMed] [Google Scholar]
  • 59. Gaufberg EH, Batalden M, Sands R, Bell SK. The hidden curriculum: what can we learn from third‐year medical student narrative reflections? Acad Med. 2010;85(11):1709‐1716. [DOI] [PubMed] [Google Scholar]
  • 60. Crenshaw K. Mapping the margins: intersectionality, identity politics, and violence against women of color. Stanford Law Rev. 1990;43(6):1241‐1300. [Google Scholar]
  • 61. Verdonk P, Abma T. Intersectionality and reflexivity in medical education research. Med Educ. 2013;47(8):754‐756. [DOI] [PubMed] [Google Scholar]
  • 62. Tsouroufli M, Rees CE, Monrouxe LV, Sundaram V. Gender, identities and intersectionality in medical education research. Med Educ. 2011;45(3):213‐216. [DOI] [PubMed] [Google Scholar]
  • 63. Muntinga ME, Krajenbrink VQE, Peerdeman SM, Croiset G, Verdonk P. Toward diversity‐responsive medical education: taking an intersectionality‐based approach to a curriculum evaluation. Adv Health Sci Educ. 2016;21(3):541‐559. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 64. Murphy MC, Kroeper KM, Ozier EM. Prejudiced places: how contexts shape inequality and how policy can change them. Policy Insights Behav Brain Sci. 2018;5(1):66‐74. [Google Scholar]

Articles from Medical Education are provided here courtesy of Wiley

RESOURCES