Computable social patterns from sparse sensor data

We present a computational framework to automatically discover high-order temporal social patterns from very noisy and sparse location data. We introduce the concept of social footprint and present a method to construct a codebook, enabling the transformation of raw sensor data into a collection of social pages. Each page captures social activities of a user over regular time period, and represented as a sequence of encoded footprints. Computable patterns are then defined as repeated structures found in these sequences. To do so, we appeal to modeling tools in document analysis and propose a Latent Social theme Dirichlet Allocation (LSDA) model - a version of the Ngram topic model in [6] with extra modeling of personal context. This model can be viewed as a Bayesian clustering method, jointly discovering temporal collocation of footprints and exploiting statistical strength across social pages, to automatically discovery high-order patterns. Alternatively, it can be viewed as a dimensionality reduction method where the reduced latent space can be interpreted as the hidden social 'theme' - a more abstract perception of user's daily activities. Applying this framework to a real-world noisy dataset collected over 1.5 years, we show that many useful and interesting patterns can be computed. Interpretable social themes can also be deduced from the discovered patterns.

Social identity and sound change : the case of Wo in Shanghainese

Research has shown that language change is driven on one hand by forces internal to language itself such as grammar-internal systematic pressure, and on the other hand by social motives such as social identity. Language contact presents new features, but why is it that some of them are incorporated as variation and evolving into language change, while others are not? This paper reports a study on a sound change in Shanghainese, a dialect of the Chinese language. Data were collected in natural contexts of conversation followed by a brief interview with informants to gain identity related information about them. It has found that previously negative perception of status attached to a new sound induced by language/dialect contact changed into a positive perception, and people started to identify positively with this new sound. Further, there were differences in various different age and gender groups in taking up the new sound. As a result, this sound has evolved from a nonnative alternative to a systematic variation and it is being established as a sound change. This study has thus further confirmed that social identity plays a pivotal role in driving language features into language variation and language change.

Thermal comfort in outdoor places a multicultural perception

The outdoor places are receiving more importance being contributing in the social cohesion and sustainability within societies. Providing comfortable sustainable urban places is an important factor affecting their success especially in multicultural areas where climatic conditions are perceived differently according to the diversity of users. Different design elements such as design form proved to be able to improve the outdoor thermal comfort. However, the integration of the climate dimension in the design process of outdoor places is lacking due to insufficient interdisciplinary work between urban climatology, and urban design. The main aim of the research is to examine the influence of cultural and climatic background on users’ thermal sensation and comfort within the same context. The methodology of the research is provided through quantitative analysis of a case study in Melbourne, Australia as one of the global cities characterized by the diversity and plurality of its population. The case study approach is adopted in order to examine the users’ thermal comfort within its contextual variables. Multiple sources of evidence such as climate measurements, questionnaires and observations are used to ensure the validity of results. The findings are to contribute to the quality and equality of design for outdoor urban places.

Effect of personal and cultural diversity on outdoor thermal comfort perception

The urban squares are the gathering places where people interact with each other. Therefore, they are seen as important places contributing in the integration and social cohesion within societies. To ensure equality in urban places, designers are to take into considerations the need of the diverse nature of different users. This task is hard especially in global cities where populations are characterized by their cultural plurality. To ensure the creation of successful urban places, the designer is to take the comfort of users into consideration. However, the outdoor thermal comfort is not easily assessed as it examines the climatic and personal variables for users. This paper aims to contribute in assessing the thermal comfort for users of different personal and cultural background in Melbourne city, Australia as one of the global cities characterized by the diversity and plurality of its population due to migration. A case study approach is adopted to examine the users’ thermal comfort within the contextual variables of Federation Square. Multiple sources of evidence such as climate measurements, observations and questionnaires will be used to ensure the validity of results. The findings are to contribute in the quality and equality of design for outdoor urban places in multicultural cities.

Effect of thermal adaptation on outdoor comfort perception

Thermal comfort in outdoor places has proven to have a strong relationship with their users’ attendance and behaviour [1]. Creating comfortable places is therefore to be considered a crucial part of the design process, as taking it into consideration help increasing the social integration between people and therefore fosters sustainability within cities [2]. With the increasing number of migrants within global cities, a new challenge has been facing thermal comfort studies. This challenge is related to the different cultural and climatic origins of those migrants and how they can adapt to the new climatic conditions they are to move in. This paper aims to explore the impact of thermal comfort adaptation on users’ thermal perception in multicultural cities. Consequently, a quantitative field study is applied in Melbourne city, Australia in order to investigate peoples’ outdoor thermal comfort. The analyses were based upon the measurement of climatic parameters that were monitored simultaneously with a questionnaire to determine users’ thermal comfort perception in relation to their time spent in the city. The findings of thermal comfort investigations could be applied into improving the quality of urban areas within global cities and therefore promote the integration within individuals in those societies.

Biopsychosocial correlates of weight status perception in Australian adolescents

This study examined the utility of the biopsychosocial model to predict accuracy of weight status perception among Australian adolescents. The factors included in this framework were: age, gender, and BMI-z (biological factors); satisfaction with body weight and shape (psychological factors); socioeconomic status, peer weight (social factors). Cross-sectional data, including measured height and weight, and self-reported weight status, was obtained from 2954 adolescents (mean age = 14.6, 56% male) who participated in the It's Your Move! study. Accuracy of weight status perception was associated with gender, BMI-z, SES, and weight and shape satisfaction. Gender differences in weight status perception were moderated by satisfaction with weight. In boys, weight satisfaction was associated with perceived healthy weight; in girls, it was associated with perceived healthy weight and underweight. Moderately overweight adolescents are most at risk of underestimating their weight status and could benefit from education about the boundaries of the healthy weight range.

An intervention to improve social participation for adolescents with autism spectrum disorder: pilot study

The study showed the improvements were observed in adolescents' flexible thinking and social insights, and parent's perception of their child's self-regulation following intervention

“I call it the blame and shame disease”: a qualitative study about perceptions of social stigma surrounding type 2 diabetes

Abstract
Objectives While health-related stigma has been the subject of considerable research in other conditions (obesity and HIV/AIDS), it has not received substantial attention in diabetes. The aim of the current study was to explore the social experiences of Australian adults living with type 2 diabetes mellitus (T2DM), with a particular focus on the perception and experience of diabetes-related stigma.

Design A qualitative study using semistructured interviews, which were audio recorded, transcribed and subject to thematic analysis.

Setting This study was conducted in non-clinical settings in metropolitan and regional areas in the Australian state of Victoria. Participants were recruited primarily through the state consumer organisation representing people with diabetes.

Participants All adults aged ≥18 years with T2DM living in Victoria were eligible to take part. Twenty-five adults with T2DM participated (12 women; median age 61 years; median diabetes duration 5 years).

Results A total of 21 (84%) participants indicated that they believed T2DM was stigmatised, or reported evidence of stigmatisation. Specific themes about the experience of stigma were feeling blamed by others for causing their own condition, being subject to negative stereotyping, being discriminated against or having restricted opportunities in life. Other themes focused on sources of stigma, which included the media, healthcare professionals, friends, family and colleagues. Themes relating to the consequences of this stigma were also evident, including participants’ unwillingness to disclose their condition to others and psychological distress. Participants believed that people with type 1 diabetes do not experience similar stigmatisation.

Conclusions Our study found evidence of people with T2DM experiencing and perceiving diabetes-related social stigma. Further research is needed to explore ways to measure and minimise diabetes-related stigma at the individual and societal levels, and also to explore perceptions and experiences of stigma in people with type 1 diabetes

ID scanners in the night-time economy: Social sorting or social order?

Digital technologies are often considered effective methods of deterring or preventing crime. New forms of surveillance have particular appeal when attempting to reduce violence in the night-time economy, given ongoing concerns over perceived increases in the frequency and severity of reported assaults. This study examines the rationales for adopting compulsory patron ID scanning as a key method of reducing violence in and around licensed venues in the Victorian regional city of Geelong. Using a mixed methods approach, this paper challenges the popular perception that ID scanning has helped to reduce violence Geelong’s night-time economy. Further, the research identifies several limits in the administration of this technology that potentially undermine patron safety in the night-time economy. The authors conclude by proposing a series of reforms to address current regulatory gaps associated with ID scanning and related surveillance and identity authentication technologies to prevent crime.

"The university didn't actually tell us this is what you have to do": Social inclusion through embedding of academic skills in first year professional courses

This paper presents findings from a mixed methods project investigating first year social work students' perceived role in academic skills and thier development.  Students expressed the perception that academic skill requirements and how they would be assessed should be made explicit, and idenfied a stigma associated with accessing study support services.  The aper concluses that an intentional design strategy, such as embedding academic skills into the curriculum, helps bridge the different expectations between academics and students and hence constitutes a socially inclusive strategy to teaching professional courses sucha s social work, within higher education.  Recommendations to enhance the succes and sustainability of such an initiative in the current higher educacion environment are offered.

Just call me dad: health and social benefits to fathers and their children

In the past 20 years, social change and expectations for both maternal and paternal responsibilities have highlighted the need for services for families to better understand the role of a father in family relationships. In Australia, as well as internationally, there have been many contested understandings about what constitutes ‘good fathering’ in research, social media and in the political sphere. More specifically, there has also been an emerging trend to understand the challenging task of recruiting and maintaining men's involvement in child and family services programmes, particularly those fathers who are deemed a risk to children and mothers, violent or have been separated from their children. That many child and family/welfare services have exercised dedicated effort to work with fathers is still a relatively recent phenomenon, and has only emerged following criticism that services have been too geared towards working only with mothers. Despite this increasing interest, there is still ongoing need for more research to be undertaken in Australia. An important area of focus is the views of professionals about their perception and engagement of fathers, particularly the views of fathers who are described as being absent from family-based services. The purpose of this article is to report briefly on a study undertaken to examine how child and family welfare workers engage fathers in their work. First, this paper will describe some of the social and health benefits to fathers and their children, focusing on the key role of attachment through play. Research into effective service delivery involving fathers will then be presented, concluding with key practice factors necessary for fathers to be involved in family life.

Perceptions of investors and stockbrokers on corporate social responsibility : a stakeholder perspective from India

This paper aims to understand the perceptions of shareholders and brokers regarding corporate social responsibility (CSR) initiatives by Indian companies. The research, presented in this paper, employs stakeholder theory to examine the perceptions of investors and sharebrokers on CSR in the context of a fast growing country, India. The data has been collected by using semistructured survey instrument. The findings of the study highlight that the respondents in both categories of stakeholder groups agree that CSR-oriented companies enjoy higher levels of investor confidence, which is reflected in higher stock prices, and leads to enhanced reputation and corporate goodwill. The research demonstrates that Indian companies are in fact implementing CSR initiatives and that stakeholders have a considerable interest in such initiatives. Both the groups expect higher CSR disclosures from large corporations and multinational companies operating in India. Educational initiatives have received maximum attention from the both the groups of stakeholders followed by the environmental issues. Investors are least aware of healthcare and rural development initiatives possibly because of the relatively low penetration of Indian financial markets into the rural areas. This study demonstrates that the stakeholder theory is a useful tool for collecting and evaluating CSR data and explains that the stakeholder perception of CSR performance determines corporate initiatives to a certain level. The findings would help in building consensus on strengthening the implementation and establishing the future CSR framework in emerging economies and other parts of the world. © 2014 John Wiley & Sons, Ltd.

Urban social insurance and worker satisfaction in China: Implications for India

This paper draws on a unique survey of urban employees in Jiangsu that was designed to assist analysis of workers' satisfaction with the urban social insurance scheme in China, and sheds light on whether workers in the urban non-state sector are satisfied with the level of social insurance coverage and whether their perceptions compare favourably with workers in the state-owned sector. It also discusses the globalisation and social protection debate in India and draws implications for the Indian experience from both our perception research and China's experience with urban social insurance reform more generally.