Workplace suicide prevention: a systematic review of published and unpublished activities

 There are a number of published studies on workplace suicide prevention activities, and an even larger number of activities that are not reported on in academic literature. The aim of this review was to provide a systematic assessment of workplace suicide prevention activities, including short-term training activities, as well as suicide prevention strategies designed for occupational groups at risk of suicide. The search was based on Meta-analysis of Observational Studies in Epidemiology (MOOSE) Guidelines. The databases used for the searches were the Cochrane Trials Library and PubMed. A range of suicide prevention websites were also searched to ascertain the information on unpublished workplace suicide prevention activities. Key characteristics of retrieved studies were extracted and explained, including whether activities were short-term training programmes or developed specifically for occupations at risk of suicide. There were 13 interventions relevant for the review after exclusions. There were a few examples of prevention activities developed for at-risk occupations (e.g. police, army, air force and the construction industry) as well as a number of general awareness programmes that could be applied across different settings. Very few workplace suicide prevention initiatives had been evaluated. Results from those that had been evaluated suggest that prevention initiatives had beneficial effects. Suicide prevention has the potential to be integrated into existing workplace mental health activities. There is a need for further studies to develop, implement and evaluate workplace suicide prevention programmes.

Iterative construction of hierarchical classifiers for phishing website detection

This article is devoted to a new iterative construction of hierarchical classifiers in SimpleCLI for the detection of phishing websites. Our new construction of hierarchical systems creates ensembles of ensembles in SimpleCLI by iteratively linking a top-level ensemble to another middle-level ensemble instead of a base classifier so that the top-level ensemble can generate a large multilevel system. This new construction makes it easy to set up and run such large systems in SimpleCLI. The present article concentrates on the investigation of performance of the iterative construction of such classifiers for the example of detection of phishing websites. We carried out systematic experiments evaluating several essential ensemble techniques as well as more recent approaches and studying their performance as parts of the iterative construction of hierarchical classifiers. The results presented here demonstrate that the iterative construction of hierarchical classifiers performed better than the base classifiers and standard ensembles. This example of application to the classification of phishing websites shows that the new iterative construction combining diverse ensemble techniques into the iterative construction of hierarchical classifiers can be applied to increase the performance in situations where data can be processed on a large computer. © 2014 ACADEMY PUBLISHER.

Modeling companion diagnostics in economic evaluations of targeted oncology therapies: systematic review and methodological checklist

The successful use of a targeted therapy is intrinsically linked to the ability of a companion diagnostic to correctly identify patients most likely to benefit from treatment. The aim of this study was to review the characteristics of companion diagnostics that are of importance for inclusion in an economic evaluation. Approaches for including these characteristics in model-based economic evaluations are compared with the intent to describe best practice methods. Five databases and government agency websites were searched to identify model-based economic evaluations comparing a companion diagnostic and subsequent treatment strategy to another alternative treatment strategy with model parameters for the sensitivity and specificity of the companion diagnostic (primary synthesis). Economic evaluations that limited model parameters for the companion diagnostic to only its cost were also identified (secondary synthesis). Quality was assessed using the Quality of Health Economic Studies instrument. 30 studies were included in the review (primary synthesis n = 12; secondary synthesis n = 18). Incremental cost-effectiveness ratios may be lower when the only parameter for the companion diagnostic included in a model is the cost of testing. Incorporating the test's accuracy in addition to its cost may be a more appropriate methodological approach. Altering the prevalence of the genetic biomarker, specific population tested, type of test, test accuracy and timing/sequence of multiple tests can all impact overall model results. The impact of altering a test's threshold for positivity is unknown as it was not addressed in any of the included studies. Additional quality criteria as outlined in our methodological checklist should be considered due to the shortcomings of standard quality assessment tools in differentiating studies that incorporate important test-related characteristics and those that do not. There is a need to refine methods for incorporating the characteristics of companion diagnostics into model-based economic evaluations to ensure consistent and transparent reimbursement decisions are made.

Enhancing learning for distance students in an Undergraduate engineering course through real-time web-conferencing

On-line education in engineering has attracted a great deal of interest in recent years. One of the difficulties faced in an on-line engineering program is how to ensure effective communication between lecturers and students, and among the students themselves.Techniques common ten years ago such as email, lecture notes posted to websites, and telephone conversations, are now seen as archaic when compared with opportunities offered by more modern communication technologies, such as real-time web-conferencing.We present our efforts to use the web-conferencing software Elluminate-Live! for delivering tutorials, discussion classes, and even laboratory practicals to groups of students studying engineering off-campus, including students posted overseas. Examples are given from two disciplines. We then compare student feedback across all engineering subjects over the years 2012-2013. Our results show that students welcome web-conferencing as a very effectivemeans to deliver classes to distance students and improve their learning experience.

Forensic identification of students outsourcing assignment projects from freelancer.com

This paper reports the increasing popularity of outsourcing academic works by university students motivated by the lure of lucrative dividends and visa opportunities. Due to a lack of formal methods in detecting such transactions, freelance websites are thriving in facilitating the trade of outsourced assignments. This is compounded by the fact that many university staff have neither the time nor training to perform complex media analysis and forensic investigations. This paper proposes a method to aid in the identification of those who outsource assignment works on the most popular site freelancer.com. We include a recent real-world case study to demonstrate the relevancy and applicability of our methodology. In this case study, a suspect attempts to evade detection via use of anti-forensics which demonstrates the capability and awareness of evasion techniques used by students.

Humanities Networked Infrastructure (HuNI) research platform

HuNI (Humanities Networked Infrastructure) combines data from many Australian cultural websites into the biggest humanities and creative arts database ever assembled in Australia. HuNI data covers all disciplines and brings together information about the people, works, events, organisations and places that make up the country's rich cultural landscape.

Assisting Australians with mental health problems and financial difficulties: a Delphi study to develop guidelines for financial counsellors, financial institution staff, mental health professionals and carers

BACKGROUND: There is a strong association between mental health problems and financial difficulties. Therefore, people who work with those who have financial difficulties (financial counsellors and financial institution staff) need to have knowledge and helping skills relevant to mental health problems. Conversely, people who support those with mental health problems (mental health professionals and carers) may need to have knowledge and helping skills relevant to financial difficulties. The Delphi expert consensus method was used to develop guidelines for people who work with or support those with mental health problems and financial difficulties.

METHODS: A systematic review of websites, books and journal articles was conducted to develop a questionnaire containing items about the knowledge, skills and actions relevant to working with or supporting someone with mental health problems and financial difficulties. These items were rated over three rounds by five Australian expert panels comprising of financial counsellors (n = 33), financial institution staff (n = 54), mental health professionals (n = 31), consumers (n = 20) and carers (n = 24).

RESULTS: A total of 897 items were rated, with 462 items endorsed by at least 80 % of members of each of the expert panels. These endorsed statements were used to develop a set of guidelines for financial counsellors, financial institution staff, mental health professionals and carers about how to assist someone with mental health problems and financial difficulties.

CONCLUSIONS: A diverse group of expert panel members were able to reach substantial consensus on the knowledge, skills and actions needed to work with and support people with mental health problems and financial difficulties. These guidelines can be used to inform policy and practice in the financial and mental health sectors.

SME stakeholder relationship descriptions in website CSR communications

Purpose – The aim of this paper is to report on an exploratory, qualitative study of how small and medium enterprises (SMEs) describe their firm’s relationships with or impact on stakeholders when communicating corporate social responsibility (CSR) on their websites. Design/methodology/approach – Qualitative content analysis was conducted on 22 Australian SME websites from the information media and telecommunications sector. Stakeholder theory was used as the basis for analysis. Findings – An important aspect of CSR communication is reporting the firm’s relationships with stakeholders such as society/communities, ecological environment, employees, customers and suppliers. This paper provides insights into how these relationships are manifested in SME website communications. For example, three-way relationships between the firm and stakeholders were described on some websites, but few explained the impact of their CSR on stakeholders. Research limitations/implications – This study concentrated on identifying the CSR communication on websites from one industry sector in Australia. These limitations provide the basis for future research to explore and compare CSR communication on websites by SMEs from other industry sectors and countries. Practical implications – The findings offer SME owner-managers ideas on different ways they can incorporate details of stakeholder relationships in CSR website communications. Originality/value – There has been little research on how SMEs use channels such as websites to communicate CSR. This paper addresses this gap in knowledge by providing insights into how SMEs describe stakeholder relationships in CSR website communications.

Assisting Australians with mental health problems and financial difficulties: a Delphi study to develop guidelines for financial counsellors, financial institution staff, mental health professionals and carers

Background: There is a strong association between mental health problems and financial difficulties. Therefore, people who work with those who have financial difficulties (financial counsellors and financial institution staff) need to have knowledge and helping skills relevant to mental health problems. Conversely, people who support those with mental health problems (mental health professionals and carers) may need to have knowledge and helping skills relevant to financial difficulties. The Delphi expert consensus method was used to develop guidelines for people who work with or support those with mental health problems and financial difficulties. Methods: A systematic review of websites, books and journal articles was conducted to develop a questionnaire containing items about the knowledge, skills and actions relevant to working with or supporting someone with mental health problems and financial difficulties. These items were rated over three rounds by five Australian expert panels comprising of financial counsellors (n∈=∈33), financial institution staff (n∈=∈54), mental health professionals (n∈=∈31), consumers (n∈=∈20) and carers (n∈=∈24). Results: A total of 897 items were rated, with 462 items endorsed by at least 80 % of members of each of the expert panels. These endorsed statements were used to develop a set of guidelines for financial counsellors, financial institution staff, mental health professionals and carers about how to assist someone with mental health problems and financial difficulties. Conclusions: A diverse group of expert panel members were able to reach substantial consensus on the knowledge, skills and actions needed to work with and support people with mental health problems and financial difficulties. These guidelines can be used to inform policy and practice in the financial and mental health sectors.

Does Internet reporting improve the accessibility of financial reporting in a global world? A comparative study of New Zealand and Indian companies

 The accessibility of business reporting, including financial reports on company websites is not necessarily increased by providing more information on websites. The quality of Internet-based information is affected by both the accessibility and quantity of information provided. However, the accessibility of the information is an under researched area. This paper contributes to the existing body of knowledge on webbased business reporting, by considering the dimension of accessibility in terms of website appearance and visual design from four different perspectives. The aim is to consider the differences that occur in website organisation as a way of considering the accessibility of information provided on company websites. The paper considers the differences in the accessibility of website information between New Zealand and Indian companies as a means of demonstrating the variation that can occur across countries as well as within the same reporting structure. We conclude that Internet financial reporting does provide the illusion of comparability but without a more sustained focus on the harmonisation of terminology and attributes included in Internet reporting, the potential for comparison is reduced.

Health literacy and the Internet: a study on the readability of Australian online health information

OBJECTIVE: Almost 80% of Australian Internet users seek out health information online so the readability of this information is important. This study aimed to evaluate the readability of Australian online health information and determine if it matches the average reading level of Australians. METHODS: Two hundred and fifty-one web pages with information on 12 common health conditions were identified across sectors. Readability was assessed by the Flesch-Kincaid (F-K), Simple Measure of Gobbledygook (SMOG) and Flesch Reading Ease (FRE) formulas, with grade 8 adopted as the average Australian reading level. RESULTS: The average reading grade measured by F-K and SMOG was 10.54 and 12.12 respectively. The mean FRE was 47.54, a 'difficult-to-read' score. Only 0.4% of web pages were written at or below grade 8 according to SMOG. Information on dementia was the most difficult to read overall, while obesity was the most difficult among government websites. CONCLUSIONS AND IMPLICATIONS: The findings suggest that the readability of Australian health websites is above the average Australian levels of reading. A quantifiable guideline is needed to ensure online health information accommodates the reading needs of the general public to effectively use the Internet as an enabler of health literacy.

Addressing the social determinants of inequities in physical activity and sedentary behaviours

 Participation in both physical activity and sedentary behaviours follow a social gradient, such that those who are more advantaged are more likely to be regularly physically active, less likely to be sedentary, and less likely to experience the adverse health outcomes associated with inactive lifestyles than their less advantaged peers. The aim of this paper is to provide, in a format that will support policymakers and practitioners, an overview of the current evidence base and highlight promising approaches for promoting physical activity and reducing sedentary behaviours equitably at each level of ‘Fair Foundations: The VicHealth framework for health equity’. A rapid review was undertaken in February–April 2014. Electronic databases (Medline, PsychINFO, SportsDISCUS, CINAHL, Scopus, Web of Science, Cochrane Library, Global Health and Embase) were searched using a pre-defined search strategy and grey literature searches of websites of key relevant organizations were undertaken. The majority of included studies focussed on approaches targeting behaviour change at the individual level, with fewer focussing on daily living conditions or broader socioeconomic, political and cultural contexts. While many gaps in the evidence base remain, particularly in relation to reducing sedentary behaviour, promising approaches for promoting physical activity equitably across the three levels of the Fair Foundations framework include: community-wide approaches; support for local and state governments to develop policies and practices; neighbourhood designs (including parks) that are conducive to physical activity; investment in early childhood interventions; school programmes; peer- or group-based programmes; and targeted motivational, cognitive-behavioural, and/or mediated individual-level approaches.

Corporate social responsibility programs of big food in Australia: a content analysis of industry documents

OBJECTIVE: To examine Corporate Social Responsibility (CSR) tactics by identifying the key characteristics of CSR strategies as described in the corporate documents of selected 'Big Food' companies. METHODS: A mixed methods content analysis was used to analyse the information contained on Australian Big Food company websites. Data sources included company CSR reports and web-based content that related to CSR initiatives employed in Australia. RESULTS: A total of 256 CSR activities were identified across six organisations. Of these, the majority related to the categories of environment (30.5%), responsibility to consumers (25.0%) or community (19.5%). CONCLUSIONS: Big Food companies appear to be using CSR activities to: 1) build brand image through initiatives associated with the environment and responsibility to consumers; 2) target parents and children through community activities; and 3) align themselves with respected organisations and events in an effort to transfer their positive image attributes to their own brands. IMPLICATIONS: Results highlight the type of CSR strategies Big Food companies are employing. These findings serve as a guide to mapping and monitoring CSR as a specific form of marketing.

Surveillance, responsibility and control: an analysis of government and industry discourses about 'problem' and 'responsible' gambling

Background: Discussions of gambling have traditionally focused on ideas of “problem” and “responsible” gambling. However, few studies have examined how Institutions attempt to exert social control over gamblers in order to promote so-called “responsible” behaviour. In this study, we examine the way “problem” and “responsible” gambling are discussed by Australian governments and the gambling industry, using a theoretical framework based on the work of Foucault.

Method: We conducted a thematic analysis of discourses surrounding problem and responsible gambling in government and gambling industry websites, television campaigns and responsible gambling materials.

Results: Documents distinguished between gambling, which was positive for the community, and problem gambling, which was portrayed as harmful and requiring medical intervention. The need for responsible gambling was emphasised in many of the documents, and reinforced by mechanisms including self-monitoring, self-control and surveillance of gamblers.

Conclusions: Government and industry expect gamblers to behave “responsibly”, and are heavily influenced by neoliberal ideas of rational, controlled subjects in their conceptualisation of what constitutes “responsible behaviour”. As a consequence, problem gamblers become constructed as a deviant group. This may have significant consequences for problem gamblers, such as the creation of stigma.

Shaping pathways to gambling consumption? An analysis of the promotion of gambling and non-gambling activities from gambling venues

Background: In Australia, venues which provide gambling activities also provide activities that are utilised by families and children. However, there has been limited theoretical or empirical discussion about whether engagement with non-gambling activities may play a role in shaping pathways to current or future engagement in gambling within these environments. We examined marketing tactics for non-gambling and gambling activities in Clubs. Using this data, we propose a conceptual model to test the role of non-gambling activities within gambling environments in shaping gambling attitudes and consumption intentions.

Methods: This study used a mixed method interpretive content analysis to review the marketing activities on the websites of a sample of 65 registered Clubs in New South Wales, Australia. We identified the extent and nature of techniques used to market gambling and non-gambling activities, particularly non-gambling activities directed towards families and children.

Results: Clubs use various marketing tactics to appeal to families and encourage parents to bring their children into venues. We hypothesise that marketing aimed at bringing children and families into gambling environments may play a role in shaping children’s and adults perceptions of these environments and may be influential in the development of a pathway that increases the likelihood that children will continue to visit these environments as adults, and subsequently the extent to which they engage in gambling later in life.

Conclusions: Future research should explore how the presence of family-friendly activities in Clubs and other venues with gambling activities may play a role in shaping future gambling attitudes and behaviours.