Machine Learning and Expert Judgement: Analyzing Emerging Topics in Accounting and Finance Research in the Asia–Pacific

In this paper, we focus on the question to what extent machine learning (ML) tools can be used to support systematic literature reviews. We apply a ML approach for topic detection to analyze emerging topics in the literature—our context is accounting and finance research in the Asia–Pacific region. To evaluate the robustness of the approach, we compare findings from the automated ML approach with the results from a manual analysis of the literature. The automated approach uses a keyword algorithm detection mechanism whereby the manual analysis uses common techniques for qualitative data analysis, that is, triangulation between researchers (expert judgement). From our paper, we conclude that both methods have strengths and weaknesses. The automated analysis works well for large corpora of text and provides a very standardized and non-biased way of analyzing the literature. However, the human researcher is potentially better equipped to evaluate current issues and future trends in the literature. Overall, the best results might be achieved when a variety of tools are used together.     

Race and cesarean delivery in Florida

At a time when the Clinton Administration has set a goal of eliminating racial disparities in health by the year 2010, medical experts are struggling to understand one of the most glaring, and least talked about, disparities of all: death in childbirth. In a study made public this spring, the Centers for Disease Control and Prevention in Atlanta reported that black women in the U.S. were nearly four times as likely to die during delivery, or shortly thereafter, as white women. The disparity, which has remained about the same for the last four decades, holds true even for women who … are middle class and have health insurance. The findings … have renewed interest among scientists and legislators in a problem that many peoole think no longer exists … Dr. David Satcher, the United States Surgeon General, (says) “the disparity is important. In this country, we have a certain standard of expectation about the risk of women dying in pregnancy, and black women are off the scale right now.” (Sheryl Gay Stolberg, “Black Mothers' Mortality Rate Under Scrutiny,” Front Page, 8 Aug. 1999 New York Times)     

Intraday behavior of market depth in a competitive dealer market: A note

This study is the first to examine the intraday behavior of quoted depth in a competitive dealer market. In sharp contrast to previous research that focuses on specialist markets, quoted depth is lowest at the open of trading, plateaus around the middle of the day, and then dramatically increases in the final hours of trading, peaking at the close. This peak in quoted depth coincides with a narrowing in bid‐ask spreads, and is contrary to intraday patterns documented for specialist markets. The authors conclude that the increase in depth and narrowing of bid‐ask spreads at the close is driven by dealers rebalancing inventories to achieve target inventory levels in a competitive market. © 2008 Wiley Periodicals, Inc. Jrl Fut Mark 28:294–307, 2008     

Cash holdings and business group membership

This study examines the cash policies of business group members (i.e., affiliates). Using a panel dataset of private Belgian affiliates and comparable non-affiliated firms, the empirical results show that business group affiliates hold significantly smaller amounts of cash as compared to non-affiliated firms. This finding is consistent with the notion that affiliates can afford to keep lower cash reserves because these firms can access the internal capital market of the group. The analysis also combines affiliate level and group level data to evaluate cash drivers and shows that groups in financial distress reduce cash holdings in affiliates. However, affiliates that are more important for the group's reputation and operations maintain cash levels comparable to affiliates belonging to financially healthy groups.     

Modern Slavery and the Discursive Construction of a Propertied Freedom: Evidence from Australian Business

Journal of Business Ethics - This paper examines the ethics of the Australian business community’s responses to the phenomenon of modern slavery. Engaging a critical discourse approach, we...     

Female Representation on Corporate Boards in Europe: The Interplay of Organizational Social Consciousness and Institutions

Journal of Business Ethics - We examine the role of alignment between organizational social consciousness and the informal and formal institutions of a country in increasing female representation...     

The relevance of shopper logistics for consumers of store-based retail formats

This paper discusses and empirically evaluates the relevance of shopping-related logistics for consumers of store-based retail formats. Based on a literature review a conceptual model was developed and subsequently tested using a survey of more than six hundred consumers in the grocery retail sector. Respondents were those primarily responsible for grocery shopping in their households located in a highly concentrated European urban retail market. Variance based structural equation modelling reveals that shopper logistics has a major impact on the convenience of store-based shopping and partly influence consumers' perceptions of shopping related costs. Nevertheless, shopper logistics does not affect consumer behaviour in terms of the share of visits of a store. These results are moderated by age, hedonic shopping orientation, shopping frequency, average spending per trip and store format preference. We conclude that shopper logistics is relevant for consumers of grocery stores but its relevance varies between different shopper groups.     

Involving consumers in the work of a data linkage research unit

We describe and reflect on the work of a Consumer Panel for a data linkage research unit in Wales, and show how the members are inputting into plans for the future. Our work is centred on conducting health‐related data linkage research using anonymously linked, routinely collected data from across Wales via the Secure Anonymous Information Linkage system. In recognition of the importance of including patients and the public in health‐related research, we have established a Consumer Panel to strengthen this voice in our work, and there are currently 10 members (4 men and 6 women) from across Wales, with a range of health‐related areas of interest. A review of Panel activities was carried out after the first year, and all members were invited to provide their views via a questionnaire survey using structured and free‐text responses. Initial feedback, obtained after the first meeting, was tentatively positive, and the questionnaire survey identified practical measures for improvement and future work. We have found the Consumer Panel to be a valuable addition to our work in the rapidly growing area of data linkage research. The views of Panel members provide a positive outlook and a fresh, and sometimes unexpected, perspective on various issues. The lessons we have learned, and our experience of involving the Panel in various aspects of our work, may be of value to others seeking to work with consumers in data linkage research, to researchers in general and to consumers themselves.