Comprehending conflicting science-related texts: graphs as plausibility cues

When reading conflicting science-related texts, readers may attend to cues which allow them to assess plausibility. One such plausibility cue is the use of graphs in the texts, which are regarded as typical of ‘hard science’. The goal of our study was to investigate the effects of the presence of graphs on the perceived plausibility and situation model strength for conflicting science-related texts, while including the influence of readers’ amount of experience with scientific texts and graphs as a potential moderator of these effects. In an experiment mimicking web-based informal learning, 77 university students read texts on controversial scientific issues which were presented with either graphs or tables. Perceived plausibility and situation model strength for each text were assessed immediately after reading; reader variables were assessed several weeks prior to the experiment proper. The results suggest that graphs can indeed serve as plausibility cues and thus boost situation model strength for texts which contain them. This effect was mediated by the perceived plausibility of the information in the texts with graphs. However, whether readers use graphs as plausibility cues in texts with conflicting information seems to depend also on their amount of experience with scientific texts and graphs.     

Balancing exploration and exploitation in listwise and pairwise online learning to rank for information retrieval

As retrieval systems become more complex, learning to rank approaches are being developed to automatically tune their parameters. Using online learning to rank, retrieval systems can learn directly from implicit feedback inferred from user interactions. In such an online setting, algorithms must obtain feedback for effective learning while simultaneously utilizing what has already been learned to produce high quality results. We formulate this challenge as an exploration–exploitation dilemma and propose two methods for addressing it. By adding mechanisms for balancing exploration and exploitation during learning, each method extends a state-of-the-art learning to rank method, one based on listwise learning and the other on pairwise learning. Using a recently developed simulation framework that allows assessment of online performance, we empirically evaluate both methods. Our results show that balancing exploration and exploitation can substantially and significantly improve the online retrieval performance of both listwise and pairwise approaches. In addition, the results demonstrate that such a balance affects the two approaches in different ways, especially when user feedback is noisy, yielding new insights relevant to making online learning to rank effective in practice.     

Parental Identity and Its Relation to Parenting and Psychological Functioning in Middle Age

Objective. This article focuses on identity as a parent in relation to parenting and psychological functioning in middle age. Design. Drawn from the Jyväskylä Longitudinal Study of Personality and Social Development, 162 participants (53% females) with children (age 36), represented the Finnish age-cohort born in 1959. Parental identity was assessed at ages 36, 42, and 50. Results. In both women and men, parental identity achievement increased from age 36 to 42 and remained stable to 50. The level of parental identity achievement was higher in women than in men. Achievement was typical for women and foreclosure for men. Participants’ education, occupational status, and number of offspring were not related to parental identity status. As expected, parental identity achievement was associated with authoritative (indicated by higher nurturance and parental knowledge about the child’s activities) parenting style. No significant associations emerged between parental identity foreclosure and restrictiveness as an indicator of authoritarian parenting style. The diffused men outscored others in parental stress. Achieved parental identity was related to generativity in both genders and to higher psychological and social well-being in men. Conclusions. At present, many parenting programs are targeted to young parents. This study highlighted the importance of a later parenting phase at around age 40, when for many, the children are approaching puberty. Therefore, parenting programs and support should also be designed for middle-aged parents. Specifically men may need additional support for their active consideration and engagement in the fathering role.     

Functioning and participation problems of students with ASD in higher education: which reasonable accommodations are effective?

Abstract

Students with autism spectrum disorder (ASD) experience various functioning and participation problems in higher education, which may cause difficulties such as drop out or low grade point averages. However, it remains unclear how often and during which teaching and evaluation methods the functioning and participation problems occur and which reasonable accommodations are effective in dealing with them. These gaps in the literature are addressed in this survey-based study. In total, 43 students with ASD, 30 student counsellors and 43 students without a disability of institutions of higher education in Flanders (Belgium) participated in the study. The results show that students with ASD most frequently experience problems with verbal and non-verbal communication, are oversensitive to change and have difficulty distinguishing the gist of the syllabus from the details. Furthermore, it is shown that, on average, these problems arise mostly during classical teaching and evaluation methods. Finally, the perceived effectiveness of reasonable accommodations is dependent on the functioning and participation problem experienced by the student with ASD in higher education. In conclusion, both personal and environmental characteristics should be taken into account when selecting and implementing reasonable accommodations for these students.     

Different Types of Doctoral Study Processes

Becoming a doctor can be viewed as a highly personal and unique experience, which is why many factors influence the completion or non-completion of the doctoral degree. The attention in previous research has been on the students' characteristics, and the university faculty role in promoting degree progress. Therefore, more research is needed on the alternative routes that doctoral students take as part of a flexible doctoral education. The purpose of this study is to increase understanding of the different types of doctoral students in industrial engineering and management, and their different study processes. We explore the study processes of 25 doctoral students using a narrative analysis approach. Doctoral students' processes are categorized into three groups according to the strategies that students take in their progress: the Project Manager, the Wanderer, and the Hobbyist. We report clear differences across the different study processes in the students' working methods, use of supervisory and peer support, problems and risks of delay, and degree success. The results indicate clear opportunities of influence for the faculty in the form of offering clear pre-defined research objectives for students, allocating funds for full-time doctoral studies, developing alternative peer-support strategies, and proactive risk management.     

Joint supervision practices in doctoral education – A student experience

This paper presents a study of students’ experiences of joint supervision practices and supervisors’ professional work in doctoral education in one department of a Finnish university. A qualitative methodology was used to explore students’ experiences of joint supervision practices and an inductive protocol was used to analyse the data gathered through thematic interviews (N=11). The results describe three identified joint supervision practices: the complementary, the substitutive, and the diversified. The results suggest that departments and faculties should develop more official support and guidance for students to identify additional supervisors during their doctoral education.     

On the influence of the architecture of poly(ethylene glycol)-based thermoresponsive polymers on cell adhesion

Thermoresponsive polymer surface coatings are a promising tool for cell culture applications. They allow for a mild way of cell detachment that preserves the activity of membrane proteins—a prerequisite for reliable cell analysis. To enlarge the application range of these coatings to cells with different adhesion properties, we synthesized various novel poly(ethylene glycol)-based thermoresponsive polymers and describe how (i) their chemical structure and (ii) their surface density affect their efficiency. In order to quantify the influence of both factors, the time for cell spreading and rounding efficiency were observed. As a result, efficiency of cell rounding, which is closely correlated to cell detachment, is less affected by both factors than the time needed for cell spreading. This time can effectively be adjusted by the molecular architecture which includes the length of the polymer backbone and the side chains. Based on this work, recommendations are given for future optimization of functionality of thermoresponsive polymer coatings for cell culture applications.     

A Test Collection for the Evaluation of Content-Based Image Retrieval Algorithms—A User and Task-Based Approach

Content-based image retrieval (CBIR) algorithms have been seen as a promising access method for digital photograph collections. Unfortunately, we have very little evidence of the usefulness of these algorithms in real user needs and contexts. In this paper, we introduce a test collection for the evaluation of CBIR algorithms. In the test collection, the performance testing is based on photograph similarity perceived by end-users in the context of realistic illustration tasks and environment. The building process and the characteristics of the resulting test collection are outlined, including a typology of similarity criteria expressed by the subjects judging the similarity of photographs. A small-scale study on the consistency of similarity assessments is presented. A case evaluation of two CBIR algorithms is reported. The results show clear correlation between the subjects' similarity assessments and the functioning of feature parameters of the tested algorithms.     

Metacognition, need for cognition and use of explanations during ongoing learning and problem solving

Two studies assessed whether: (1) high levels of task-relevant metacognition would be related to good task performance; (2) some kinds of feedback (e.g., explanations) would improve task-relevant metacognition (and hence, performance) more than other kinds of feedback; and (3) some kinds of people would be more likely to seek out and use this beneficial feedback than others. Results showed that: (1) students were able to better estimate their task performance with increasing experience at the task; (2) students who provided better estimates of their task success were more successful at the task; (3) students high in need for cognition sought out problem explanations more often than students low in need for cognition; but (4) students who scored high in trait metacognition did not seek out problem explanations more often than students who scored low in trait metacognition; (5) students who were high in need for cognition performed better at the task than those who were low in need for cognition, and (6) the receipt of problem explanations was only weakly related to high levels of task performance, if at all. The implications of these results are discussed.