University and student segmentation: Multilevel latent‐class analysis of students’ attitudes towards research methods and statistics

Background. It is often claimed that psychology students’ attitudes towards research methods and statistics affect course enrolment, persistence, achievement, and course climate. However, the inter‐institutional variability has been widely neglected in the research on students’ attitudes towards research methods and statistics, but it is important for didactic purposes (heterogeneity of the student population). Aims. The paper presents a scale based on findings of the social psychology of attitudes (polar and emotion‐based concept) in conjunction with a method for capturing beginning university students’ attitudes towards research methods and statistics and identifying the proportion of students having positive attitudes at the institutional level. Sample. The study based on a re‐analysis of a nationwide survey in Germany in August 2000 of all psychology students that enrolled in fall 1999/2000 (N= 1,490) and N= 44 universities. Methods. Using multilevel latent‐class analysis (MLLCA), the aim was to group students in different student attitude types and at the same time to obtain university segments based on the incidences of the different student attitude types. Results. Four student latent clusters were found that can be ranked on a bipolar attitude dimension. Membership in a cluster was predicted by age, grade point average (GPA) on school‐leaving exam, and personality traits. In addition, two university segments were found: universities with an average proportion of students with positive attitudes and universities with a high proportion of students with positive attitudes (excellent segment). Conclusions. As psychology students make up a very heterogeneous group, the use of multiple learning activities as opposed to the classical lecture course is required.     

The effect of observational learning on students’ performance,processes, and motivation in two creative domains

Background . Previous research has shown that observation can be effective for learning in various domains, for example, argumentative writing and mathematics. The question in this paper is whether observational learning can also be beneficial when learning to perform creative tasks in visual and verbal arts. Aims . We hypothesized that observation has a positive effect on performance, process, and motivation. We expected similarity in competence between the model and the observer to influence the effectiveness of observation. Sample . A total of 131 Dutch students (10^th grade, 15 years old) participated. Method . Two experiments were carried out (one for visual and one for verbal arts). Participants were randomly assigned to one of three conditions; two observational learning conditions and a control condition (learning by practising). The observational learning conditions differed in instructional focus (on the weaker or the more competent model of a pair to be observed). Results . We found positive effects of observation on creative products, creative processes, and motivation in the visual domain. In the verbal domain, observation seemed to affect the creative process, but not the other variables. The model similarity hypothesis was not confirmed. Conclusions . Results suggest that observation may foster learning in creative domains, especially in the visual arts.     

Dispositional factors predicting Chinese students’ critical thinking performance

Dispositional factors have been suggested to affect individuals’ critical thinking performance. The relative and combined effects of thinking dispositions and cognitive ability on the critical thinking performance of a group of 137 Chinese undergraduates were examined. Participants were administered the Need for Cognition Scale, Openness to Experience and Conscientiousness Subscales of the NEO Five Factor Inventory as well as the Concern for Truth Scale. Cognitive ability and critical thinking performance were respectively estimated with the WAIS-III Verbal Comprehension Index and the Halpern Critical Thinking Assessment Using Everyday Situations. Hierarchical regression analysis showed that only the disposition of concern for truth accounted for unique additional variance in critical thinking beyond that explained by cognitive ability. The findings are discussed in the light of cultural factors affecting critical thinking in the Chinese context.     

The adverse influence of narcissistic injury and perfectionism on college students’ institutional attachment

This study examined the relationship of narcissistic vulnerability, shame-proneness, and perfectionism to college student adjustment. Using a sample of 200 college students, narcissistic injury, socially prescribed perfectionism, other-oriented perfectionism, and self-oriented perfectionism predicted college adjustment as defined as institutional attachment in a canonical correlation analysis. In addition, narcissistic injury, shame-proneness, and socially prescribed perfectionism were found to correlate positively with each other.     

The influence of personality on HE students’ confidence in their academic abilities

Students’ confidence in their academic abilities, measured with the Individual Learning Profile (ILP) scale, was examined in relation to their personality traits and grades. To validate the ILP, in Study 1, factor analysis of data from 3003 students extracted six factors (Reading and Writing, Hard IT, Numeracy, Time Management, Speaking, and Easy IT) with good internal reliability. Subsequently, in Study 2, 130 students completed the refined ILP, and scales measuring the Big Five, Perfectionism, Anxiety, and Self-Esteem. Between 10% and 31% of the variance in four ILP factors, but not IT skills, could be predicted by personality traits, but Self-Esteem and Anxiety were not influential. Higher conscientiousness and openness positively predicted higher confidence in reading and writing, while agreeableness and three aspects of perfectionism predicted confidence in numeracy skills. Being introverted and female were predictive of lower confidence in speaking, as were low conscientiousness and the perfectionistic desire to be organised. Conscientiousness, Extraversion, and the perfectionistic desire to be organised were strong predictors of confidence in time-management skills, which in turn predicted first-year GPA. The reliability of the ILP was examined over the course of a one-year interval.     

The effects of different learning environments on students’ motivation for learning and their achievement

Background. Research in higher education on the effects of student‐centred versus lecture‐based learning environments generally does not take into account the psychological need support provided in these learning environments. From a self‐determination theory perspective, need support is important to study because it has been associated with benefits such as autonomous motivation and achievement. Aim. The purpose of the study is to investigate the effects of different learning environments on students’ motivation for learning and achievement, while taking into account the perceived need support. Sample. First‐year student teachers (N= 1,098) studying a child development course completed questionnaires assessing motivation and perceived need support. In addition, a prior knowledge test and case‐based assessment were administered. Method. A quasi‐experimental pre‐test/post‐test design was set up consisting of four learning environments: (1) lectures, (2) case‐based learning (CBL), (3) alternation of lectures and CBL, and (4) gradual implementation with lectures making way for CBL. Results. Autonomous motivation and achievement were higher in the gradually implemented CBL environment, compared to the CBL environment. Concerning achievement, two additional effects were found; students in the lecture‐based learning environment scored higher than students in the CBL environment, and students in the gradually implemented CBL environment scored higher than students in the alternated learning environment. Additionally, perceived need support was positively related to autonomous motivation, and negatively to controlled motivation. Conclusions. The study shows the importance of gradually introducing students to CBL, in terms of their autonomous motivation and achievement. Moreover, the study emphasizes the importance of perceived need support for students’ motivation.     

Gender differences in teachers’ perceptions of students’ temperament,educational competence,and teachability

Background. Student's temperament plays a significant role in teacher's perception of the student's learning style, educational competence (EC), and teachability. Hence, temperament contributes to student's academic achievement and teacher's subjective ratings of school grades. However, little is known about the effect of gender and teacher's age on this association. Aims. We examined the effect of teacher's and student's gender and teacher's age on teacher‐perceived temperament, EC, and teachability, and whether there is significant same gender or different gender association between teachers and students in this relationship. Sample. The participants were population‐based sample of 3,212 Finnish adolescents (M= 15.1 years) and 221 subject teachers. Methods. Temperament was assessed with Temperament Assessment Battery for Children – Revised and Revised Dimensions of Temperament Survey batteries and EC with three subscales covering Cognitive ability, Motivation, and Maturity. Data were analyzed with multi‐level modelling. Results. Teachers perceived boys’ temperament and EC more negatively than girls’. However, the differences between boys and girls were not as large when perceived by male teachers, as they were when perceived by female teachers. Males perceived boys more positively and more capable in EC and teachability than females. They were also stricter regarding their perceptions of girls’ traits. With increasing age, males perceived boys’ inhibition as higher and mood lower. Generally, the older the teacher, the more mature he/she perceived the student. Conclusions. Teachers’ ratings varied systematically by their gender and age, and by students’ gender. This bias may have an effect on school grades and needs be taken into consideration in teacher education.     

Focusing on gender similarities increases female students’ motivation to participate in STEM

Recent analyses highlight women's opting out of STEM fields as an important contributing factor to the gender gap in science. Therefore, it is important to identify the factors influencing women's motivation to participate in STEM. In the present study, we tested the hypothesis that the focus on differences between male and female students in STEM, even when those differences are irrelevant to the competence dimension, would decrease the motivation of women to engage in STEM. On the other hand, a belief in gender similarities would increase their motivation to get involved in STEM. We conducted three experiments among female students in STEM majors, in which we manipulated the focus on gender differences versus similarities. The results, which replicated across three studies, showed that when female students focused on similarities between men and women, they were more motivated to engage in STEM‐related activities than when they focused on gender differences. Additionally, we tested whether the gender stereotypes and a perception of gender discrimination mediated that effect but the results of these analyses were inconsistent across studies. Overall, the findings suggest that messaging directed at women in STEM, which highlights similarities between men and women could encourage them to engage in STEM but deactivation of gender stereotypes does not necessarily account for these effects.     

German students’ current choice of profession in the field of psychotherapy

The psychoanalytic societies in Germany as in many other countries are concerned by a decline in the number of candidates for full psychoanalytic training. While this situation is partly attributable to changes both in society and in educational and healthcare systems, it is questionable whether psychoanalytic training institutions have yet found adequate responses to it. Under the banner of ‘evidence‐based treatment’, behaviour therapy has come to be widely disseminated, with major implications for the teaching of different psychotherapy paradigms at universities. To investigate the determinants of this trend in the specific German situation, a large‐scale, multi‐method exploratory study supported by IPA's DPPT programme was undertaken, focusing on the reasons given by a population (N = 679) of German psychology, medical, and education students for embarking on training in psychoanalysis or behaviour therapy. The results suggest that behaviour therapy is more compatible with the prevailing scientific understanding and with current societal and cultural trends, owing in part to inadequacies or bias in university teaching of the various paradigms of psychotherapy. While most of the psychology students expressed a preference for behavioural training, the psychotherapy option proved less attractive for their counterparts in the fields of medicine and education. Semi‐standardized qualitative interviews were used to gain a deeper understanding of the students’ decisions for or against training in a specific paradigm, and led to the identification of seven decision‐making prototypes. Possible reasons for the students’ decisions are discussed, and concrete proposals and recommendations are presented.     

The impacts of an air-crash on students’ transportation choice behaviour: An empirical study undertaken in Taiwan

This research’s objectives are to identify major factors influencing offshore student–commuters’ transportation mode-choice and to develop simple Logit choice models prior and post a major air disaster. The total trip time, trip cost, ease of access to a transportation mode, student–commuters’ household income, and the risk perceived by student–commuters using different transportation modes are found to have impacts on their mode-choice behaviour. Several logit model specifications were tested. The research reveals student–commuters’ transportation mode-choice behaviour significantly changed post the May 2002 Penghu air accident. Reduction in airfares (which most airlines used to promote their services after the air-crash) was less attractive to passengers than convincing them that airline services were safe. Therefore, any post-disaster airline marketing campaign aimed at student–commuters should change from reduced fare promotion to service safety promotion.     

Evaluating change in attitude towards mathematics using the ‘then‐now’ procedure in a cooperative learning programme

Background: Tertiary students' attitudes to mathematics are frequently negative and resistant to change, reflecting low self‐efficacy. Some educators believe that greater use should be made of small group, collaborative teaching. However, the results of such interventions should be subject to assessments of bias caused by a shift in the frame of reference used by students in reporting their attitudes. Aims: This study was designed to assess whether traditional pretest‐post‐test procedures would indicate positive changes in mathematics attitude during a programme of cooperative learning, and whether an examination of any attitudinal change using the ‘then‐now’ procedure would indicate bias in the results due to a shift in the internal standards for expressing attitude. Sample: Participants were 141 undergraduate students enrolled in a 12‐week statistics and research design component of a course in educational psychology. Method: Using multivariate procedures, pretest, post‐test, and then‐test measures of mathematics self‐concept and anxiety were examined in conjunction with a cooperative learning approach to teaching. Results: Significant positive changes between pretest and post‐test were found for both mathematics self‐concept and mathematics anxiety. There were no significant differences between the actual pretest and retrospective pretest measures of attitude. The results were not moderated by prior level of mathematics study. Conclusion: Conclusions about the apparent effectiveness of a cooperative learning programme were strengthened by the use of the retrospective pretest procedure.     

Predicting Chinese international students’ acculturation strategies from socio‐demographic variables and social ties

Different acculturation strategies (i.e. integration, assimilation, separation and marginalization) tend to contribute to different adaptation outcomes for international students. The current study examines Chinese international students’ acculturation strategies under the influence of sociodemographic variables and social ties they developed in the host country. A group of Chinese international students in Belgium (N = 183) participated in an online survey. The results indicate that integration was the most commonly adopted strategy among Chinese international students in Belgium, followed by separation, marginalization and assimilation. The results from three separate multiple regressions show that English proficiency, local language proficiency, prior adaptation experience and female were significant predictors of Chinese students’ social ties (i.e. host‐national ties, international ties and co‐national ties). The discriminant analysis identified host‐national ties, international ties, co‐national ties, local language proficiency and prior adaptation experience as important variables that can distinguish Chinese students’ acculturation strategies.     

Effects of a school reform on longitudinal stability of students’ preferences with regard to education

Background . Students’ perspective on education is of crucial importance for its effectivity, but students’ opinions are seldom acknowledged by teachers and designers. Student participation in the educational design process could be a suitable tool to better take students’ preferences into account. However, for effective participatory design, it is necessary to know whether students have stable preferences for the design of their education. Changeability of preferences would require a more continuing design process allowing continuous adaptations. Aims . This longitudinal survey study aimed to determine the changeability over time of students’ preferences for different aspects of a learning environment. Additionally, causes of possible changes in preferences are investigated. Sample . The participants were 1,335 high school students of five schools for secondary education in the Netherlands, joining this study during a period of 2 years. Method . Data about students’ preferences were collected at three moments, using the Inventory of Perceived Study Environment Extended. Learning‐related student characteristics, such as processing strategies and motivational orientations, were measured with the Inventory of Learning Styles. Additionally, data on learning performances were collected. Results . The results showed stability on preferences for almost all studied characteristics of the learning environment. Particularly remarkable was a drop in desirability for student autonomy. This was larger for students with a certificate‐oriented motivation and smaller for self‐regulated students. Additionally, poorly performing students had a larger decrease in preference for autonomy. Conclusions . The stability on most aspects supports that participatory design might result in fairly stable instructional designs, although caution is needed with respect to student autonomy.     

Stigma as framed on YouTube: Effects of personal experiences videos on students’ beliefs about medicalizing intersex

People with physical intersex characteristics can be subject to medical interventions that risk human rights to bodily integrity and self‐determination. Proponents and opponents of medicalization use personal narrative videos on YouTube to frame intersex as a stigma best understood through a medical or social identity frame. Ninety‐nine psychology students watched one of two YouTube videos with either a medical or social identity frame, or participated in a comparison group who watched no video. Participants extracted the videos’ medical or social identity framing in their own words. The social identity video increased participants’ sense that medicine was more harmful and less beneficial, and the medical video decreased participants’ sense that medicine was harmful. Although the videos aimed at bringing about social understanding of intersex people, neither video impacted stigmatizing beliefs about intersex people as a group. Rather, effects of the videos on beliefs about harms of medicalization were moderated by two stigma measures; social distance and gender binary beliefs. Medical intervention on intersex has been justified, in part, on grounds that stigma is inevitable. While intersex stigma has rarely been empirically examined, the present study shows that people with less propensity to stigmatize see less benefit from medicalizing intersex traits and are more open to learning few framings from personal experience videos.