2,614 research outputs found

    Gay and bisexual men’s perceptions of the donation and use of human biological samples for research: a qualitative study

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    Human biological samples (biosamples) are increasingly important in diagnosing, treating and measuring the prevalence of illnesses. For the gay and bisexual population, biosample research is particularly important for measuring the prevalence of human immunodeficiency virus (HIV). By determining people’s understandings of, and attitudes towards, the donation and use of biosamples, researchers can design studies to maximise acceptability and participation. In this study we examine gay and bisexual men’s attitudes towards donating biosamples for HIV research. Semi-structured telephone interviews were conducted with 46 gay and bisexual men aged between 18 and 63 recruited in commercial gay scene venues in two Scottish cities. Interview transcripts were analysed thematically using the framework approach. Most men interviewed seemed to have given little prior consideration to the issues. Participants were largely supportive of donating tissue for medical research purposes, and often favourable towards samples being stored, reused and shared. Support was often conditional, with common concerns related to: informed consent; the protection of anonymity and confidentiality; the right to withdraw from research; and ownership of samples. Many participants were in favour of the storage and reuse of samples, but expressed concerns related to data security and potential misuse of samples, particularly by commercial organisations. The sensitivity of tissue collection varied between tissue types and collection contexts. Blood, urine, semen and bowel tissue were commonly identified as sensitive, and donating saliva and as unlikely to cause discomfort. To our knowledge, this is the first in-depth study of gay and bisexual men’s attitudes towards donating biosamples for HIV research. While most men in this study were supportive of donating tissue for research, some clear areas of concern were identified. We suggest that these minority concerns should be accounted for to develop inclusive, evidence-informed research protocols that balance collective benefits with individual concerns

    Factors influencing young bystanders\u27 decisions to intervene when witnessing cyber-aggression: A mixed methods exploration

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    With the modern proliferation of computers, the Internet and smart phones, adolescents are at increased risk of cyber-aggression: negative, harmful behaviour expressed through electronic means and aimed at an individual (or group of individuals). Cyber-aggression can have serious consequences for the social, emotional and physical health of both targets and perpetrators. Some experts recommend tackling cyberaggression using the strategies applied to face-to-face forms of aggression and bullying in school environments. One such strategy is to encourage peer bystanders to intervene in a positive way, which has been demonstrated to influence both the duration and severity of bullying episodes in the school environment. However, cyber-aggression has some unique characteristics that differentiate it from school-based aggression such as bullying, including the potential for perpetrator and bystander anonymity, the rapid dissemination of material, and the permanence of information placed on the Internet. It therefore remains uncertain whether these unique characteristics make the wholesale adoption of face-to-face schoolbased bystander interventions inappropriate for the online environment. This thesis sought to clarify the key influences on young adolescent bystanders’ behaviour in the online environment to determine the extent to which it differs to that in the school environment. An exploratory mixed methods design was undertaken involving three phases. Phase One adopted a qualitative, phenomenological approach using in-depth interviews with 24 adolescents in Grades 8–10, to explore their perception of young bystanders’ attitudes and likely behaviours when witnessing cyber-aggression. In-depth vignette-based interviews were undertaken to explore two key research questions: (a) What factors do young adolescents think influence bystanders’ decisions to intervene when witnessing cyber-aggression? and (b) What do young adolescents perceive as differences in bystanders’ responses to peer aggression in the online versus offline (school) environments? A thematic analysis identified key themes arising from Phase One. Firstly, bystander behaviours in the online environment are perceived to be influenced by the relationship of the bystander to the perpetrator and target, with bystanders more likely to take action when they have a close relationship with one of these individuals. Relationships also assisted online bystanders to understand the context of the situation, the perceived severity of the incident and therefore the need, or otherwise, to seek adult assistance. An important difference between online and school environments is that the online environment was perceived to be lacking in clearly established rules, authority figures and formal reporting mechanisms when witnessing aggressive behaviour. In addition, when witnessing online transgressions young adolescent bystanders are more hesitant and likely to ignore or avoid intervening. This is due, in part, to difficulties they experience trying to ascertain perpetrator intentions in the absence of non-verbal cues. Phase Two sought to quantitatively confirm the themes arising from Phase One and involved the development of a quantitative measure and use of vignettes to manipulate major themes with a larger sample of adolescents in Grades 9–10 (n=292). Statistical analysis confirmed that bystander helping behaviours were more likely when the target was a close friend and when perceived harm to the target was high. Bystanders also reported being less likely to approach teachers or publicly defend targets in the online environment compared to the school environment. In addition, female bystanders were more likely to intervene, regardless of the online or school environment. Phase Three evolved from the results of the first two phases and involved a systematic review to explore the role of moral disengagement in bystander behaviours, highlighting future research directions and implications for online interventions. In this phase of the research, existing literature describing bystanders’ use of moral disengagement mechanisms when witnessing online and school bullying was appraised. A systematic review of empirical literature published over the last 25 years revealed a scarcity of research addressing bystanders’ use of moral disengagement in face-to-face environments, and no studies examining this issue in the online environment when witnessing bullying within the search parameters. In school environments, moral disengagement was found to be more likely in boys and increasing with age; affected by individuals’ histories, empathy, and selfefficacy; negatively associated with pro-social bystander behaviours; and highly influenced by socio-environmental factors, such as school culture. Collectively the three phases suggest that programs designed to encourage positive online bystander behaviours can be similar to face-to-face approaches, but also need to compensate for some aspects unique to the online environment. Such programs should consider the impact of relationships on young people’s active defending behaviours, their inhibitions surrounding public displays of bystander behaviour of any kind, and the lack of adult presence in the online environment. Strategies should sensitise adolescents to the potential harm of cyber-aggression and assist them to counter the tendency to morally disengage in the online environment. This might be achieved through programs designed to develop pro-social skills in online bystanders, to enable young people to intervene as peer supporters when they become aware of cyber-aggression

    Beef Reproductive Technology Adoption- Impact of Production Risk and Capitals

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    Agriculture, Beef, Artificial insemination, Estrus synchronization, Social capital, Production risk, Technology adoption, Farm Management,

    How men and women learn about sex: multi-generational perspectives on insufficient preparedness and prevailing gender norms in Scotland

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    Attitudes towards sexual health and relationships are learned from a young age, and there is an ongoing need for innovative and comprehensive approaches to sex education that keep pace with rapidly changing contexts of people’s lives. We used thematic analysis of data from two qualitative studies in Scotland to explore learning contexts from a multi-generational perspective, as well as the influence of different socio-cultural factors on provision, access to and experience of sex education. The importance, but inadequacy, of school as a source of learning, was a persistent theme over time. Participants’ strategies to address perceived gaps in knowledge included experience, conversations, vicarious and online learning. Gender and age differences emerged, with younger participants more likely to go online for information, and prevailing gender norms shaping attitudes and behaviours across both study groups. Participants who identified as gay, lesbian or bisexual described feeling particularly unprepared for sex and relationships due to the narrow, heteronormative content received. Although schools continue to be a common source of information, it appears that they fail to equip young people for their post-school sexual life-course. We recommend the mandatory provision of comprehensive, positive, inclusive and skills-based learning to improve people’s chances of forming and building healthy, positive relationships across the lifespan

    Advancing Performance of Retail Recommendation Systems

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    This paper presents two recommendation models, one traditional and one novel, for a retail men\u27s clothing company. J. Hilburn is a custom-fit, menswear clothing company headquartered in Dallas, Texas. J. Hilburn employs stylists across the United States, who engage directly with customers to assist in selecting clothes that fit their size and style. J. Hilburn tasked the authors of this paper to leverage data science techniques to the given data set to provide stylists with more insight into clients’ purchase patterns and increase overall sales. This paper presents two recommendation systems which provide stylists with automatic predictions about possible clothing interests of their clients. The first recommendation system is a commonly used content-based collaborative filtering model and serves as the base model to evaluate the second recommendation system. The second recommendation system is an ensemble model comprised of separate clustering, KNN, and time series models that is a novel approach. These models are then fed into a neural network in order to produce recommendations. These recommendations for J. Hilburn’s clients will hopefully lead to expanding their customer base and increasing their revenue as a result of more refined clothing and style recommendations. This paper describes the process of building two recommendation systems. Both models are evaluated using AUC as a metric as well as their potential for scalability. The ensemble model has a slightly higher AUC, 91\% versus 86\%. However, the ensemble model is computationally more extensive resulting in it requiring more resources to run

    Do Degrees Matter? Rethinking Workforce Development for Youth with Intellectual Disabilities and Mental Health Challenges

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    The global workforce crisis significantly impacts how evidence-based treatment is provided to youth with developmental disabilities and co-occurring mental health conditions. Addressing the workforce crisis requires re-examining the long-standing methods of selecting individuals for employment based on academic degrees. This project offers an innovative workforce development option that provides specialized training to staff with advanced education degrees and staff with less education. The participants in this study were employed in a rural area of the USA within the mental health, child welfare, and correctional industries. All participants worked with youth experiencing intellectual disabilities and mental illness. Results indicated that participants improved their knowledge of the population, demonstrated a better understanding of EBPs, and were willing to employ evidence-based approaches regardless of their education or age. Although overall attitudes toward EBPs decreased, diverging attitudes increased, suggesting a need to accommodate treatment strategies when EBP models are unavailable for special populations. Initial knowledge gaps demonstrated by those with a master\u27s degree and those with less education disappeared after the training. This finding supports the application of innovative task-shifting options in mental health, such as diverting more sophisticated care tasks to nonprofessionally trained persons, which can reduce workforce pressure and unmet demand for care. This study demonstrates cost-effective and time-efficient methods of training staff regardless of education by relying less on specific EBP models and more on adaptation

    What are the barriers and challenges faced by adolescents when searching for sexual health information on the internet? Implications for policy and practice from a qualitative study

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    Objectives: As sexual health information is increasingly presented digitally, and adolescents are increasingly seeking sexual health information on the internet, it is important to explore the challenges presented by this developing source of information provision. This study examined the key barriers and challenges faced by young people when accessing and using sexual health information online. Methods: A novel qualitative approach was used which combined paired interviews with real-time online activities. A purposive sample of 49 young people aged between 16 and 19 years and diverse in terms of gender, sexuality, religion and socio-demographic background were recruited from areas across Scotland. Data analysis comprised framework analysis of conversational data (including pair interactions), descriptive analysis of observational data, and data integration. Results: This study highlighted practical and socio-cultural barriers to engagement with online sexual health content. Key practical barriers included difficulty filtering overabundant content; limited awareness of specific, relevant, trusted online sources; difficulties in finding locally relevant information about services; and difficulties in navigating large organisations’ websites. Key socio-cultural barriers included fear of being observed; wariness about engaging with visual and auditory content; concern about unintentionally accessing sexually explicit content; and reticence to access sexual health information on social networking platforms or through smartphone applications. These practical and socio-cultural barriers restricted access to information and influenced searching practices. Conclusion: This study provides insights into some of the key barriers faced by young people in accessing and engaging with sexual health information and support online. Reducing such challenges is essential. We highlight the need for sexual health information providers and intervention developers to produce online information that is accurate and accessible; to increase awareness of and promote reliable, accessible sources; and to be sensitive to young people’s concerns about ‘being seen’ accessing sexual health information regarding audio-visual content and platform choice
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