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The paper aims to describe and apply a commercially oriented method of forecast performance measurement (cost of forecast error – CFE) and to compare the results with commonly adopted statistical measures of forecast accuracy in an enterprise resource planning (ERP) environment.

The study adopts a quantitative methodology to evaluate the nine forecasting models (two moving average and seven exponential smoothing) of SAP^®'s ERP system. Event management adjustment and fitted smoothing parameters are also assessed. SAP^® is the largest European software enterprise and the third largest in the world, with headquarters in Walldorf, Germany.

The findings of the study support the adoption of CFE as a more relevant commercial decision‐making measure than commonly applied statistical forecast measures.

The findings of the study provide forecast model selection guidance to SAP^®'s 12+ million worldwide users. However, the CFE metric can be adopted in any commercial forecasting situation.

This study is the first published cost assessment of SAP^®'s forecasting models.

The purpose of this study is use a bibliometric analysis to explore the relational nature of knowledge creation in WFM in operations. Companies live under constant pressure to find the best ways to plan their workforce, and the workforce emangement (WFM) is one of the biggest challenges faced by managers. Relevant research on WFM in operations has been published in a several range of journals that vary in their scope and readership, and thus the academic contribution to the topic remains largely fragmented.

To address this gap, this review aims to map research on WFM in operations to understand where it comes from and where it is going and, therefore, provides opportunities for future work. This study combined two bibliometric approaches with manual document coding to examine the literature corpus of WFM in operations to draw a holistic picture of its different aspects.

Content and thematic analysis of the seminal studies resulted in the extraction of three key research themes: workforce cross-training, planning workforce mixed methods and individual workforce characteristics. The findings of this study further highlight the gaps in the WFM in operations literature and raise some research questions that warrant further academic investigation in the future.

Likewise, this study has important implications for practitioners who are likely to benefit from a holistic understanding of the different aspects of WFM in operations.

We extend theories of the firm to the entrepreneurial finance setting and argue that R&D-focused start-up firms will have a greater likelihood of financing themselves with equity rather than debt. We argue that mechanisms which reduce information asymmetry, including owner work experience and financier reputation, will increase the probability of funding with more debt. We also argue that start-ups that correctly align their financing mix to their R&D focus will perform better than firms that are misaligned. We study these ideas using a large nationally representative dataset on start-up firms in the United States.

The purpose of this paper is to examine the status of small-business lending following the recession.

The authors survey the literature and analyze recent surveys of small-business lending.

The results reinforce the importance of owner equity as a primary source of small-business financing. In addition, the authors find that small firms have been seeking and obtaining less capital since the 2008 financial crisis.

The findings about the main sources of small-business financing will be informative when formulating financial regulation.

The available evidence suggests that new regulation of the financial services industry may be restricting access to products that small-business owners rely on and may adversely affect small banks.

The authors offer the most recent analysis of small-business financing, focusing on changes that may have been caused by the recession and major financial regulations.

The present chapter reviews part of the literature that focuses on dark tourism and dark consumption. The main theories were placed under the critical lens of scrutiny. With strongholds and weaknesses, dark tourism seems to be enframed in an ‘economic-based paradigm’, which prioritises the managerial perspective over other methods. Like Dark Tourist, the Netflix documentary assessed in this chapter, this academic perspective accepts that the tourist's experience is the only valid source of information to understand the phenomenon. Rather, we hold the thesis that far from being a local trend, dark tourism evinces a morbid drive which not only emerges recently but involves other facets and spheres of society. We coin the term Thana-capitalism to denote a passage from risk society to a new stage, where the Other's death is situated as the main commodity to exchange. The risk society as it was imagined by Beck, set finally the pace to thana-capitalism. Dark Tourist proffers an interesting platform to gain further understanding of this slippery matter. In sharp contrast to Seaton, Sharpley or Stone, we argue that dark tourists are unable to create empathy with the victims. Instead, they visit these types of marginal destinations in order to re-elaborate a political attachment with their institutions. They consume the Other's pain not only to feel unique and special (a word that sounds all the time in the documentary) but also to affirm their privileged role as part of the selected peoples.

Extant literature on entrepreneurship highlights the importance of the entrepreneurs' social network in mobilizing resources for their ventures. Over the last few years, entrepreneurial crowdfunding opportunities have become a subject of growing research interest as it acts as a tool to mobilize financial resources. However, many of these studies are limited within the scope of new ventures, creative industries, and commercial entrepreneurship. In this study, we examine crowdfunding within the context of social entrepreneurship in order to gain a deeper understanding of the motivation and the characteristics of the pool of individuals that contribute to social entrepreneurial crowdfunding. Data for this study have been collected from four cases of social entrepreneurial crowdfunding campaigns. The campaigners, who raised the funds in France for social ventures based in India, shared their knowledge of 157 individuals that contributed to their crowdfunding campaign. The findings inform that crowdfunders mainly originate from the crowdfunding campaigner's helper network, such as family, friends, and colleagues. A small percentage were also acquaintances and strangers. This network of individuals was motivated to support the campaigner achieve her/his goal or was attracted to the social cause that triggered them in creating a social impact. Moreover, the crowdfunders were generally open-minded and well-traveled individuals accustomed to participating in social and voluntary activities. Our study reveals that some members of the helper network are likely to disappoint by not supporting the crowdfunding campaign, thus emphasizing a twist to the existing literature on entrepreneurship. This has practical implications that prompt social entrepreneurs to exercise their social capital, networking skills, and communication strategies to attract and expand their community of helpers in order to trigger individuals from both their helper network as well as individuals outside their current network toward crowdfunding.

The purpose of this study was to investigate occupational and non-occupational mortality among Mexican immigrants in the South Eastern United States. The construction industry has the highest burden of occupational fatalities in the USA of all industries, and foreign-born Hispanic workers are disproportionately affected.

Data were obtained from 3,093 death certificates maintained by the Consulate General of Mexico in Atlanta, Georgia. Standardized mortality ratios (SMR) were used to compare occupational-related deaths among construction industry occupations, and logistic regression models were used to examine the relationship between manners of death not related to occupation and employment in the construction industry.

The proportion of Mexican immigrants who died from occupational injuries is higher among all construction workers (SMR = 1.31), roofers (SMR = 2.32) and carpenters (SMR = 2.25) than other workers. Among the population in this analysis suicide [adjusted odds ratio (aOR) = 0.63] and death from natural causes (aOR = 0.70) were inversely related to work in the construction industry.

Interventions to reduce occupational fatalities among Mexican migrant construction workers should target roofers and carpenters. Future research should further investigate the industry’s association with suicide and natural death.

This is one of the first analyzes that investigated associations between construction industry employment and non-occupational fatalities among immigrants. The analysis provides evidence that a large portion of the Mexican immigrant population is used in the construction industry (38%) and face elevated risks for occupational fatalities and the results of this investigation should encourage greater surveillance of occupational illness and injury among foreign-born immigrants who work in construction, as well as other high-risk industries.

This chapter reports the results of an empirical study on the “gender–performance gap,” the alleged difference in business performance between firms started or owned by females and males. Although numerous studies have compared the business performance of firms started by or owned by female and male entrepreneurs, most research to date has employed financial performance metrics and has often produced inconsistent results. The present research compared gender-based business performance by examining self-perceptions of a large sample of female and male Black and Mexican-American entrepreneurs. As such, the present study overcame several limitations of prior gender–performance gap research and addressed entrepreneurial groups seldom studied. While there were no perceptual differences between female and male entrepreneurs surveyed regarding the performance of their respective businesses, Mexican-American entrepreneurs surveyed perceived the performance of their business as being better than Black entrepreneurs surveyed, and this result held for both females and males. Findings from the study provide insights into the perceptions held by Black and Mexican-American female and male entrepreneurs and provide a context for further race and gender studies.