Social scientists' data reuse behaviors: Exploring the roles of attitudinal beliefs,attitudes, norms,and data repositories

Many disciplines within the social sciences have a dynamic culture of sharing and reusing data. Because social science data differ from data in the hard sciences, it is necessary to explicitly examine social science data reuse. This study explores the data reuse behaviors of social scientists in order to better understand both the factors that influence those social scientists' intentions to reuse data and the extent to which those factors influence actual data reuse. Using an integrated theoretical model developed from the theory of planned behavior (TPB) and the technology acceptance model (TAM), this study provides a broad explanation of the relationships among factors influencing social scientists' data reuse. A total of 292 survey responses were analyzed using structural equation modeling. Findings suggest that social scientists' data reuse intentions are directly influenced by the subjective norm of data reuse, attitudes toward data reuse, and perceived effort involved in data reuse. Attitude toward data reuse mediated social scientists' intentions to reuse data, leading to the indirect influence of the perceived usefulness and perceived concern of data reuse, as well as the indirect influence of the subjective norm of data reuse. Finally, the availability of a data repository indirectly influenced social scientists' intentions to reuse data by reducing the perceived effort involved.     

Graphs in the COVID-19 news: a mathematics audit of newspapers in Korea

Educational Studies in Mathematics - Visual displays in the news media become critical during escalating events such as the COVID-19 pandemic, as they facilitate the communication of complex...     

Accuracy of sequential sub-field synchronization of multiple digital camcorders through numerical optimization

The use of digital camcorders in biomechanical analyses can introduce errors due to inter-camera time offsets. The faster the motion being recorded the greater the error. A sequential synchronization method was developed in this study to achieve sub-field camera synchronization for multiple camcorders through numerical optimization. A recreational golfer performed ten drives while being recorded with four digital camcorders (60-Hz sampling rate). Video signals were sampled at 10,000 Hz to determine the actual inter-camera time offsets. The optimized inter-camera time offsets were computed based on three markers placed on the shaft, each separated by 200 mm. The inter-camera time offset error was computed as the difference between the optimized and actual inter-camera time offsets. The inter-camera time offset error reduced on average from 0.518 to 0.019 fields (1 field = 16.7 ms) or less due to sequential optimization. The optimized global reconstruction errors were less than 19% of the unadjusted values. It was concluded that the ability to synchronize multiple (two or more) cameras using a sequential sub-field optimization strategy promises to extend the use of relatively inexpensive digital camcorders to motions considered too fast for the low field rates of such cameras. The sequential approach presented provides a balance between computation time and reconstruction accuracy.     

Mapping physical education teachers’ professional learning and impacts on pupil learning in a community of practice in South Korea

Background: A new national physical education (PE) curriculum has been developed in South Korea and PE teachers have been challenged to deliver new transferable educational outcomes in character development through PE. In one geographical area, in order to support teachers to make required changes, a Communities of Practice (CoP) approach to continuing professional development (CPD) was adopted. Rather than being based in a single-school, this CoP brought PE teachers together from a number of schools with the aim of sharing learning and impacting on pedagogies, practices and pupils’ learning in character development through PE.

Aims: To map and analyse the ways in which teachers (i) learnt about character education in a CoP, (ii) used this learning to inform their pedagogies and practices, and (iii) impacted on pupil learning in and beyond PE.

Method: The participants were a university professor, 8 secondary school PE teachers from 8 different schools and 41 pupils. Data collection was undertaken in two phases in Autumn 2014 and Spring 2015. In-depth qualitative data were collected in the CoP and the teachers’ schools using individual interviews, focus groups with pupils, observations of lessons, open-ended questionnaires and document analysis. Data were analysed using a constructivist revision of grounded theory.

Findings: There was clear evidence of teacher learning in the CoP and changes to their pedagogies and indirect teaching behaviours (ITBs). Pupils were also able to identify the new intended learning about character development at both cognitive and behavioural levels, although there was little evidence of understanding about or intention to transfer this learning beyond PE (which was the original aim of the Government’s character education initiative). Barriers to teacher and pupil learning are also discussed.

Conclusion: Teachers’ professional learning in the CoP impacted on the development of both teachers’ pedagogies and ITBs which then influenced pupils’ learning, however, linking teachers’ professional learning to pupils’ learning remains challenging. This study has added further insights into the complexity of the processes linking policy, teachers’ learning and pupils’ learning outcomes. While it was possible to trace clear pathways from the CoP to teachers’ learning, and in some cases to pupils’ learning, it was also apparent that a wide range of factors intervened to influence the learning outcomes.     

Clothing as a source of fibres within museums

This paper examines the role of visitors’ clothing as a source of fibres and dust in museums. Some idealised experiments determined the mass of fibres and dust emitted from clothing and the range of particle sizes found. In chamber studies it was possible to examine the effect of different humidity and airflow on fibre release. Image analysis was used to determine particle size from sub-micron to giant particles including clothing fibre. Clothing was a significant contributor to fibre and dust generation and at low humidity winter garments composed largely of wool was especially large. High air velocity increased particle shedding from clothing. Clean clothing typically released a third to a tenth the weight of particulate material from dirty clothing. It is possible that the fibres and dust produced indoors from visitors could be reduced by an air-shower at the entrance, but less intrusive procedures such as keeping visitors at a distance from objects may be preferable.     

School choice in the stratilingual city of Vancouver

This paper examines the links between language, social difference and political domination in the practices of parental school choice at the heart of a global city, Vancouver. Vancouver is a highly diverse city, especially in terms of language. Its inner city is replete with multiple languages whose exchange values are not equal. In this context, our case study of two elementary schools observes that white middle‐class parents choose a predominantly white school – whose students are non‐ESL and have a second language choice of French – in a socially and ethnically mixed inner city neighbourhood, creating a stark imbalance in the student population of local neighbourhood schools. This paper examines parents' accounts of their choices, which they rationalise on the basis of linguistic competency and differentiation from multilingual others. We draw from Pierre Bourdieu's theory of language and symbolic power and Ghassan Hage's spatial theory of nationalist practice to understand the linguistic dimension of school choice rationalisation made by white middle‐class parents. In the context of these insights, we argue that the way anglophone white middle‐class parents choose their children's schools is intricately linked to active processes of reproducing a stratilingual society in Canada.     

Early development among dual language learners: The roles of language use at home,maternal immigration,country of origin,and socio-demographic variables

Using nationally representative data from the ECLS-B, we examined children's outcomes and growth from 9 to 65 months as a function of language used in the home at 24 months (English only n = 7300; English and another language n = 1500; other language only n = 400). We also examined whether demographic variables moderated the effects of DLL status in predicting child outcomes. Results revealed substantial variation within the DLL population within and across language groups in immigration status, heritage country, child outcomes, and family socioeconomic risk. DLL status was associated with differential outcomes, gains over time, and processes in complex ways. Maternal birth outside of the U.S., child gender, and parental education moderated relations between home language and child outcomes. Use of the heritage language at home served as a protective factor for children of immigrant families for a few outcomes. Gender and parental education were more strongly associated with child outcomes among English-speaking households than among DLLs.