Abstract This paper reports the results obtained in an aid project designed to improve transport in the municipal area of Jocotán (Guatemala). The rural road network of an area occupied by indigenous people was analysed and a road chosen for repair using the labour-intensive method–something never done before in this area. The manpower required for the project was provided by the population that would benefit from the project; the involvement of outside contractors and businesses was avoided. All payment (...) for labour went into the pockets of the local people. The small earth movements made and the use of local materials guaranteed the project’s environmental sustainability, while the on-site training of the local community prepared its members for the continued maintenance of the road, thus investing the project with social sustainability. Content Type Journal Article Pages 1-24 DOI 10.1007/s11948-011-9290-2 Authors Rodrigo Ares, BIPREE Research Group, Universidad Politécnica de Madrid, Madrid, Spain José-María Fuentes, BIPREE Research Group, Universidad Politécnica de Madrid, Madrid, Spain Eutiquio Gallego, BIPREE Research Group, Universidad Politécnica de Madrid, Madrid, Spain Francisco Ayuga, BIPREE Research Group, Universidad Politécnica de Madrid, Madrid, Spain Ana-Isabel García, BIPREE Research Group, Universidad Politécnica de Madrid, Madrid, Spain Journal Science and Engineering Ethics Online ISSN 1471-5546 Print ISSN 1353-3452. (shrink)

This chapter contains sections titled: The Moral Version of the Labor Theory of Value The Labor Theory of the Difference Principle Finding a Just Distribution Is the Difference Principle Biased? Answering Narveson and Cohen on Incentives.

This paper theorises and exemplifies the place of audience labour in the propagation of Discourse and discourses. Audience labour is simply the work of people engaged in mediation processes as they gather themselves into groups defined by specific media events (sport, music, news, movies and so on). It compares the environments and practices of the mass media era and those of the current era to show that the most economically valuable work in media is done by audiences, and (...) that that work is becoming more direct in its orientation and effects, even as it gets cheaper for advertisers and more immersive for audience members. A social media view of audience labour shows up the intensely intimate nature of personal commodification: feelings, attitudes, opinions, outrages, general states of mind and being are all grist for the digital economy mill. Outrage systems are especially profitable. They provide grounds for what I call ‘discourse industrial sectors’, or, those groups of people making a living and sometimes a fortune fighting on one side or another of the so-called culture wars. I argue for a conception of rhetorical purpose as a guide for analysing current media environments that depend on social media. (shrink)

The authors of the feature article argue against implied consent in all episiotomy cases, but allow that opt-out consent might be appropriate in limited circumstances.1 However, they do not indicate how clinicians should assess whether the pregnant person is capable of consenting in this way during an obstetric emergency. This commentary will focus on how capacity should be determined during these circumstances, suggest next steps for clinicians if capacity is deemed uncertain or absent, and discuss the appropriate role for opt-out (...) consent in labour. Previous studies investigating the extent to which pregnant persons retain decision-making capacity during labour have shown poor recall, a component of capacity, about consent processes during obstetric emergency procedures in 14%–49% of cases.1 2 As the feature article acknowledges, this does not mean that pregnant persons should be assumed to lack decision-making capacity during labour. Although pain, labour intensity, exhaustion and medications can make consenting processes during labour more difficult and it is possible that these factors will result in the impaired ability of the pregnant person to make informed and voluntary decisions about treatment options, this possibility of impaired capacity should not be taken as the expected outcome nor should it be used as an excuse to skip consenting procedures.1 2 The default to treat labouring patients as able to make their own decisions still stands, although signs that a person lacks …. (shrink)

This paper investigates the influence of family control on the quality of labor relations. Using French workplace-level data, we find that family firms experience less frequent and less intense labor conflicts. Moreover, family involvement tends to offset the negative effect of labor disputes on corporate performance. We examine whether specific family patterns are conducive to better labor relations. We distinguish active from passive family control, eponymous from non-eponymous family businesses, and break down family firms into founder-controlled and descendant-controlled companies. It (...) appears that the benefits of family control are not attributable to a given type of family firm. These findings suggest that peaceful labor relationships are a peculiar attribute that families generally bring to corporations and extend our understanding of the “family effect” on organizational performance. (shrink)

This article studied the influence of Labor Contract Law and employee psychological contract on enterprise investment and sustainable economic growth. The results indicate that the Labor Protection Law has no significant influence on the investment of state-owned enterprises. In the early stage of the implementation of Labor Protection Law, the Labor protection Law will observably reduce the investment level of private enterprises, and this effect is more obvious in labor-intensive industries and small and medium-sized enterprises. However, in the later (...) stage of the implementation of Labor Protection Law, the impact of Labor protection Law on the investment of private listed companies is weak. The results indicate that the Labor protection Law increases the illegal costs of private enterprises, reduces the flexibility of employment, and ultimately reduces the investment level of enterprises. Moreover, our article examines the impact of the Labor protection Law on regional economic growth, and finds that the Labor protection Law will significantly reduce the regional GDP growth rate in China, and this effect is mainly reflected in the regions where private enterprises provide more jobs and the proportion of private economy is high. This article takes China’s emerging markets as the background, on the one hand, expands the relevant research on labor market friction from the viewpoint of enterprise investment and economic growth, on the other hand, provides new evidence for state-owned enterprises to fulfill social goals. (shrink)

By drawing up a model of the internal communication system of Bangladeshi ready-made garment factories, Helene Blumer identifies the existence and intensity of its communication flows. She furthermore discloses a connection from this communication system to labor unrest. The absence of a functioning formal channel within the factory, the lack of effective labor representation and the rare physical presence of the factory owners confirm the existence of a communication barrier. As symptom of a flawed communication system, this barrier confirms a (...) connection to labor unrest and the management's unawareness of its emergence, which would thwart any modes to predict and prevent work disruptions. Contents - Introduction to the Bangladeshi ready-made garment sector - Illustration of the internal communication system of Bangladeshi ready-made garment factories - Display of a communication barrier and its connection to labor unrest Target Groups - Academics in the fields of corporate responsibility and corporate/internal communication - Practitioners in the fields of corporate responsibility, corporate communication, development cooperation and garment industry About the Author Helene Blumer obtained her Master of Science in Business Administration (major in New Business Development) at the University of Applied Sciences HTW Chur. She currently works at the Swiss Institute for Entrepreneurship (SIFE) in the fields of corporate responsibility and business internationalization. (shrink)

A distinctive feature ofAeneid8 is the constant interplay and fluctuation of registers, with high epic and thegenus grandealternating with the lighter strains or learned allusions associated with thegenus tenue. As one commentator has remarked, ‘Man darf das Buch allein schon wegen seines Reichtums an Aitien als das ‘kallimacheischste’ derAeneisbezeichnen.’ Beyond the emphasis on aetiology—the Cacus myth in particular is presented asaitionfor the consecration of the Ara Maxima—the Callimachean complexion comes out also in several smaller not-so-serious or learned touches, typically at (...) unlikely moments to infuse an element of humour in an otherwise intensely dramatic narrative. The Hercules–Cacus episode conflates high drama and low comedy as the cattle rustler's slightly ridiculous stratagem becomes a gigantic clash resonating with the primal gigantomachy. Among the rudimentary weapons of mass destruction unleashed by Hercules upon Cacus, the hapaxmolaris echoes its Homeric equivalent μύλαξ, itself a hapax, with the recherché term then reappearing at Ovid,Metamorphoses3.59: missiles and diction are equally outlandish. When Hercules in a reprise of the celebrated Empedoclean leap plungesper ignemin pursuit of Cacus, an evocation of the Sicilian philosopher's fiery exit adds a touch of comedy at the heated moment. And from this inferno Virgil moves to Olympus, lowering the tone but raising the temperature as Venus in a domestic comedy seduces the uxorious Vulcan into preparing new armour for Aeneas: now she kindles flames of a different sort in the fire-god in a scene marked by witty double entendre that provides a playful contrast with the unfolding drama at Pallanteum. At moments like these, a lighter strain is audible through the epic thunder,Vergilius ludensis hard at work. (shrink)

Soil is fragile and nonrenewable but the most basic of natural resources. It has a capacity to tolerate continuous use but only with proper management. Improper soil management and indiscriminate use of chemicals have contributed to some severe global environmental issues, e.g., volatilization losses and contamination of natural waters by sediments and agricultural fertilizers and pesticides. The increasing substitution of energy for labor and other cultural inputs in agriculture is another issue. Fertilizers and chemicals account for about 25% of the (...) production energy investment in agriculture. An additional 60% is accounted for by machinery, gasoline, electricity, and power-related inputs. Fertilizer additions to cropland are not utilized fully and significant amounts, depending on conditions, are either lost in surface runoff or leached into the ground water. The annual discharge of dissolved solids from agricultural lands to the waterways in the USA is substantial. The increasing use of herbicides in agriculture is a threat to the quality of surface and ground water, although this threat is dependent upon both the chemistry of the compound and the ecosystem in which it is used. Especially within the Third World, development of an environmental ethic and environmental laws have not kept pace with the increase in pesticide use. Above all is the severe and global problem of soil degradation currently occurring at the rate of five to seven million hectares per year. The policy and moral aspects of these issues are discussed. (shrink)

The development of genomics has dramatically expanded the scope of genetic research, and collections of genetic biosamples have proliferated in countries with active genomics research programs. In this essay, we consider a particular kind of collection, national biobanks. National biobanks are often presented by advocates as an economic ‘‘resource’’ that will be used by both basic researchers and academic biologists, as well as by pharmaceutical diagnostic and clinical genomics companies. Although national biobanks have been the subject of intense interest in (...) recent social science literature, most prior work on this topic focuses either on bioethical issues related to biobanks, such as the question of informed consent, or on the possibilities for scientific citizenship that they make possible. We emphasize, by contrast, the economic aspect of biobanks, focusing specifically on the way in which national biobanks create biovalue. Our emphasis on the economic aspect of biobanks allows us to recognize the importance of what we call clinical labor—that is, the regularized, embodied work that members of the national population are expected to perform in their role as biobank participants—in the creation of biovalue through biobanks. Moreover, it allows us to understand how the technical way in which national biobanks link clinical labor to databases alters both medical and popular understandings of risk for common diseases and conditions. (shrink)

Once we shift the intension of the concept of wage-labour from juridical attributes of negative ownership and contractual freedom to the actual performance of capital-positing labour, the extension of the concept – the cases that fall under it – changes as well. Once the concept of wage-labour is intensively re-defined as capital-positing labour, it becomes evident that the history and the geographical scope of wage-labour have not been well understood. This shift in the intension of (...) the concept of wage-labour also disjoins the association between capitalism and freedom. (shrink)

Shrinking resources and the increasing complexity of clinical decisions are stimulating research in knowledge-intensive computer applications for the delivery of social services. The expected benefits of knowledge-intensive applications such as expert systems include improvement in both the quality and the consistency of service delivery, augmentation of institutional memory, and reduced labour costs through greater reliance on paraprofessionals. This paper analyses the likely impacts of knowledge-intensive systems on social service organisations, drawing on trends in related service-delivery fields, (...) and on known impacts of computer applications in organisations. A structural change may be anticipated: decision making and planning functions will shift increasingly from social service professionals to administrators. (shrink)

This article examines the phenomenon of the “global circulation of low-end expertise” through an exploration of the social dynamics surrounding American oil drillers who migrated from the Pennsylvania oil region to British colonial Burma during the early 1900s to the mid-1930s. These working-class drillers, with practical knowledge in oil drilling acquired through familial and community networks, played a crucial role in operating mechanized oil wells and providing geological expertise in colonial Burma. Positioned between labor-intensive agricultural economies in colonial Asia (...) and the higher echelons of British colonial society, these drillers occupied an intermediate social location. Despite their indispensable expertise, they were marginalized due to their lower social standing, leading to their expertise being disregarded by their superiors and forgotten over time. By understanding the complexities of the “global circulation of low-end expertise,” this study sheds light on the social construction and erasure of the expertise held by these working-class drillers, revealing overlooked aspects of global histories of science and labor and highlighting the need to reassess dominant historical narratives on knowledge-labor. (shrink)

As architecture intersects with computer science to engage with large-scale data sets and informational systems, this demands new skills, competencies and commitments. Informed by the findings of an online survey, this article explores how, who and to what extent those in the profession of architecture are investing in technology knowledge and skills, and under what material conditions this occurs. Survey data collected from five large-scale architecture practices in Sydney, Australia finds that while technology-related skills are highly valued in the profession, (...) more men than women are engaging with computationally intensive software and technology skills building remains a largely unstructured and often self-directed enterprise. Drawing on feminist technology studies and digital labour perspectives, it is argued that the drive to computationalise the profession of architecture rests heavily on discretionary, aspirational and invisible labour practices that disadvantage employees with lesser reserves of economic and social capital, and particularly women. This further contributes to revealing neo-liberalism’s influence on the concrete practices of the architecture workplace and highlights how the diminished structural role of employers breeds uneven opportunities and inequitable working conditions. (shrink)

Highly concentrated intensive confinement systems have become the norm in agriculture concerning nonhuman animals. These systems have provoked a lively debate from an animal welfare perspective. Sociologists can contribute to this debate by drawing parallels between the institutional regulation of human beings and of animals under confinement. Results of research on the transformation of Canadian hog production from the 1950s to the present—based on the evolution of plans for sow housing produced by the Canada Plan Service—showed a much tighter (...) compression of hog bodies and reproduction in space and time. The prevalence of behavioral stereotypes, however, indicates imperfect animal socialization and reconfiguration. The concept of discipline is a useful perspective that could bridge the gap between the regulations of humans in industrial societies and of pigs in intensive confinement. This concept derived from elements of labor process and Foucauldian and post-humanist theories. (shrink)

This article revisits materialist second-wave feminist debates about domestic labour in the context of digitalisation. Using a differentiated typology of labour, it looks at how the tasks involved in housework have undergone dramatic changes through commodification, decommodification and recommodification without fundamentally altering the gender division of labour in social reproduction, drawing on recent research on the use of online platforms to deliver social reproductive labour via the market in a context in which reproductive labour sits (...) at the centre of an intense time squeeze. It reflects on the implications of the commodification of domestic labour for feminist strategy. The author points to the inadequacy in this context of traditional feminist strategies—for the socialisation of domestic labour through public services, wages for housework or labour-saving through technological solutions—concluding that new strategies are needed that address the underlying social relations that perpetuate unequal divisions of labour in contemporary capitalism. (shrink)

My commentary calls attention to what makes Mr. Bowie's paper well worth intensive consideration. In my brief evaluation, however, I only lay out three incoherent elements of his proposed family model of labor-management relations.I argue that complete job security is not compatible with complete freedom to change firms; that, in practice, such security for all employees is not compatible with the shifting demand of our economic system, and that the model includes two kinds of spouse relationships — one affectional (...) and another competitive — that are incoherent with one another. My point is not that Mr. Bowie's model is fatally flawed, but that it needs to be improved. (shrink)

In workplace health interventions, engaging management and union decision makers is considered important for the success of the project, yet little research has described the process of making this happen. A case study of a knowledge-transfer process is presented to describe the practices and processes adopted by a knowledge broker who engaged workplace parties in discussions on research on physical and psychosocial factors important for employee health. The process included one-on-one interactions between the knowledge broker and individuals to explain the (...) research, to build trust and credibility, and to explore the applicability of the research to their work (sense making). It also included facilitated group sessions, where the groups explored how the research could solve problems within the workplace (social construction of knowledge). The workplace context offered multiple opportunities that helped and hindered the flow of research. Nevertheless, this intense, sustained, knowledge-transfer intervention noted conceptual, structural, and political knowledge use. (shrink)

A vacuum is arising in the social policy of advanced countries. It is due to the fact that both of the currently dominant bases for social policy, market-oriented policy, and its presumed antagonist, welfare state policy, have the same and an insufficiently broad production value model at their core. The solution is to create a true new alternative, work quality policy, based on a re-understanding of work organization and the alternative forms of value it can create. Understanding work organization’s consequences (...) can help resolve current dilemmas relating to (a) economic growth based on low production cost instead of skill development, (b) hidden costs of work intensity and job insecurity, (c) true service sector productivity, and (d) current fragility of democratic institutions. (shrink)

Agroecology has been criticized for being more labor-intensive than other more industrialized forms of agriculture. We challenge the assertion that labor input in agriculture has to be generally minimized and argue that besides quantity of work one should also consider the quality of work involved in farming. Early assessments on work quality condemned the deskilling of the rural workforce, whereas later criticisms have concentrated around issues related to fair trade and food sovereignty. We bring into the discussion the concept (...) of contributive justice to welcome the added labor-intensity of agroecological farming. Contributive justice demands a work environment where people are stimulated to develop skills and learn to be productive. It also suggests a fairer distribution of meaningful work and tedious tasks. Building on the notion of contributive justice we explore which capabilities and types of social relationships are sustainably promoted and reinforced by agroecological farming practices. We argue that agroecological principles encourage a reconceptualization of farm work. Farmers are continuously stimulated to develop skills and acquire valuable experiential knowledge on local ecosystems and agricultural techniques. Further, generalized ecological studies recognize the significance of the farmer’s observations on natural resources management. This contributes to the development of a number of capabilities and leads to more bargaining power, facilitating self-determination. Hereby farm work is made more attractive to a younger generation, which is an essential factor for safeguarding the continuity of family farms. (shrink)

Artificial Intelligence (AI) applied to the legal domain is gaining ground. AI is argued to be particularly helpful with labour-intensive activities and repetitive tasks. Amongst the various AI solutions, ChatGPT has gathered momentum and its acclaimed advantages are, amongst others, document generation and contract review. This paper wishes to assess the effectiveness of two chatbots in contract drafting. To this aim, ChatGPT (by OpenAI) and Gemini (by Google) are prompted to write two supply contracts each, the first one (...) written in English according to the laws of England and Wales, and the other one still written in English, but according to the laws of the Republic of Italy. The paper finds that each contract pair generated by the AI solutions is identical, thus disregarding legal-system specificities and language conventions. Therefore, the drafts present a number of fallacies, either because they are incomplete, or because they include clauses that are redundant or inapplicable in a given legal system. The paper claims that human intervention and supervision are necessary to tackle the shortcomings generated by AI, at least as far as contract generation is concerned and with regard to the two chatbots addressed. (shrink)

Intensive care nurses, like professionals in other intense occupations characterized by high degrees of uncertainty, manage the emotions that result from their work both on and off the job. We focus on the job strategies – calling‐in, sharing their experiences with others and engaging in a range of activities oriented to emotional recovery – that 37 intensive care nurses use to manage their emotions off the job. These strategies show how the social organization and division of labor in (...) intensive care units influences nurses' emotional management outside of them and how organizational troubles for hospitals becomes personal ones for staff. They further support theoretical approaches that view emotions as dynamic elements belonging to individuals rather than aspects of people that can be fully appropriated by organizations. (shrink)

With complex buyer-driven global production networks and a labour-intensive manufacturing process, the fashion industry has become a focal point for debates on the social responsibility of business. Utilising an interview methodology with influential actors from seven export garment manufacturers in Sri Lanka, we explore the situated knowledge at one nodal point of the production network. We conceptualise factory management perspectives on the implementation of corporate social responsibility in terms of the strategic balancing of ethical considerations against the commercial (...) pressures of cost and lead time. Factory managers framed CSR in terms of compliance, rather than going above and beyond regulatory requirements; seeing it as a strategic competitive imperative and less a developmental mechanism. Sri Lankan manufacturers maintain that they have benefitted from a unique combination of factors, including strict national labour laws, an educated workforce, the characteristics of the garments produced, industrial upgrading, and long-term non-adversarial buyer–supplier relationships, which they argue has supported the establishment and maintenance of CSR practices. The paper thus provides managerial implications that relate CSR activities to CSR outcomes which include both reputational and production benefits. Such insights will be of strategic relevance for lead retail buyers as well as apparel producers keen to invest in CSR to partly mitigate against increasing price-based competition. (shrink)

This paper offers one explanation for the institutional basis of food insecurity in Australia, and argues that while alternative food networks and the food sovereignty movement perform a valuable function in building forms of social solidarity between urban consumers and rural producers, they currently make only a minor contribution to Australia’s food and nutrition security. The paper begins by identifying two key drivers of food security: household incomes (on the demand side) and nutrition-sensitive, ‘fair food’ agriculture (on the supply side). (...) We focus on this second driver and argue that healthy populations require an agricultural sector that delivers dietary diversity via a fair and sustainable food system. In order to understand why nutrition-sensitive, fair food agriculture is not flourishing in Australia we introduce the development economics theory of urban bias. According to this theory, governments support capital intensive rather than labour intensive agriculture in order to deliver cheap food alongside the transfer of public revenues gained from rural agriculture to urban infrastructure, where the majority of the voting public resides. We chart the unfolding of the Urban Bias across the twentieth century and its consolidation through neo-liberal orthodoxy, and argue that agricultural policies do little to sustain, let alone revitalize, rural and regional Australia. We conclude that by observing food system dynamics through a re-spatialized lens, Urban Bias Theory is valuable in highlighting rural–urban socio-economic and political economy tensions, particularly regarding food system sustainability. It also sheds light on the cultural economy tensions for alternative food networks as they move beyond niche markets to simultaneously support urban food security and sustainable rural livelihoods. (shrink)

Abstract.In Canada, food assistance is provided through a widespread network of extra-governmental, community-based, charitable programs, popularly termed “food banks”. Most of the food they distribute has been donated by food producers, processors, and retailers or collected through appeals to the public. Some industry donations are of market quality, but many donations are “surplus” food that cannot be retailed. Drawing on insights from an ethnographic study of food bank work in southern Ontario, we examined how the structure and function of food (...) banks operate to facilitate the distribution of foods not marketed through the retail system. Our findings indicate that the handling of industry donations of unsaleable products is a labor-intensive activity, made possible by the surfeit of unpaid labor in food banks, the neediness of food bank clients, and clients’ lack of rights in this system. The marshalling of volunteer labor to serve a corporate need might be construed as a “win-win” situation because the work of salvaging edible foodstuffs from among industry “surplus” helps to “feed the hungry” while also diminishing the amount of refuse deposited in landfill sites, sparing corporations disposal costs and landfill tipping fees, and helping them forge an image of good corporate citizenship. However, the reliance of food banks on industry donations means that food assistance becomes defined as that which the corporate sector cannot retail. Moreover, the intertwining of food bank work with corporate needs may function to further entrench this ad hoc secondary food system and mitigate against initiatives to develop more effective responses to problems of hunger and food insecurity in our communities. (shrink)

This article takes up the idea of language as a home and dwelling, and reconsiders what this might mean in the context of diasporic bilingualism – where as a ‘heritage speaker’ of a minority language, the ‘mother tongue’ may be experienced as both deeply familiar yet also alien or alienating. Drawing on a range of philosophical and literary accounts (Cassin, Arendt, Anzaldúa, Vuong, among others), this article explores how the so-called ‘mother tongue’ is experienced by heritage speakers in an English-dominant (...) world. From navigating one’s being in-between language-worlds, to the experience of language loss and efforts of reconnection, I argue that bilingual dwelling involves many complex layers often overlooked by philosophical accounts of language that do not attend to the lived world of the migrant and racialised outsider. By turning to the example of bilingual parenting, I then examine how such an undertaking, while labour-intensive, offers opportunities to refresh and co-create language-worlds anew. (shrink)

This paper systematizes the word search potential of DreamBank.net by formulating and testing a set of word strings that can be used as default analytic categories in future investigations. The word strings are applied to the 981 dream reports of college students gathered by Hall and Van de Castle and the 136 dream reports of an 80-year old male gathered by Bulkeley . The results show a basic compatibility with the frequencies identified by Hall and Van de Castle’s labor-intensive (...) method of content analysis employing teams of human coders. These findings support the expanded use of word search technologies for the scientific study of dream content and its relation to forms of waking consciousness. (shrink)

Exploratory studies employing volunteer subjects are especially vulnerable to race and class bias. This article illustrates how inattention to race and class as critical dimensions in women's lives can produce biased research samples and lead to false conclusions. It analyzes the race and class background of 200 women who volunteered to participate in an in-depth study of Black and White professional, managerial, and administrative women. Despite a multiplicity of methods used to solicit subjects, White women raised in middle-class families who (...) worked in male-dominated occupations were the most likely to volunteer, and White women were more than twice as likely to respond to media solicitations or letters. To recruit most Black subjects and address their concerns about participation required more labor-intensive strategies involving personal contact. The article discusses reasons for differential volunteering and ways to integrate race and class into qualitative research on women. (shrink)

With the increasing prevalence of Internet usage, Internet-Delivered Psychological Treatment (IDPT) has become a valuable tool to develop improved treatments of mental disorders. IDPT becomes complicated and labor intensive because of overlapping emotion in mental health. To create a usable learning application for IDPT requires diverse labeled datasets containing an adequate set of linguistic properties to extract word representations and segmentations of emotions. In medical applications, it is challenging to successfully refine such datasets since emotion-aware labeling is time consuming. (...) Other known issues include vocabulary sizes per class, data source, method of creation, and baseline for the human performance level. This paper focuses on the application of personalized mental health interventions using Natural Language Processing (NLP) and attention-based in-depth entropy active learning. The objective of this research is to increase the trainable instances using a semantic clustering mechanism. For this purpose, we propose a method based on synonym expansion by semantic vectors. Semantic vectors based on semantic information derived from the context in which it appears are clustered. The resulting similarity metrics help to select the subset of unlabeled text by using semantic information. The proposed method separates unlabeled text and includes it in the next active learning mechanism cycle. Our method updates model training by using the new training points. The cycle continues until it reaches an optimal solution, and it converts all the unlabeled text into the training set. Our in-depth experimental results show that the synonym expansion semantic vectors help enhance training accuracy while not harming the results. The bidirectional Long Short-Term Memory (LSTM) architecture with an attention mechanism achieved 0.85 Receiver Operating Characteristic (ROC curve) on the blind test set. The learned embedding is then used to visualize the activated word's contribution to each symptom and find the psychiatrist's qualitative agreement. Our method improves the detection rate of depression symptoms from online forum text using the unlabeled forum texts. (shrink)

In this paper we examine the weaknesses of development strategies which have been applied in Puerto Rico. The process of industrialization by invitation, referred to as Operation Bootstrap, was instituted by the United States of America by the end of the 1940s. This involved tax incentives and subsidies for companies and was dependent on industrial peace and low wages in labor-intensive, low-wage industries, especially those of textile and clothing. Naturally, women's labor was encouraged as a result of the lower (...) cost, as well as assumed dexterity, of the female in such areas. While these new activity areas for women also allowed other benefits in the form of legislation and increased social services, the inherent problems of rapid, labor-intensive industrialization also led to displacement and increased underemployment and impoverization of female headed families from the 1960s onwards. The paper explores some of the changes in gender relations which resulted from these policies and looks at the challenges which the feminist movement in Puerto Rico has made, particularly with regard to state processes to bring about beneficial changes in the economic, legal, political and social status of women in Puerto Rico. (shrink)

In recent years, the theoretical work of Gilligan in women's psychological development has led to the development of the concept of moral orientation or moral voice in contrast to the concept of moral reasoning or moral judgment developed by Kohlberg. These concepts have been of particular interest in gender studies, especially as applied to adolescence. These concepts of moral orientation and moral reasoning are being increasingly employed in healthcare ethics studies in a wide variety of settings. The recent work has (...) included studies of physicians, nurses, dentists, veterinarians, social workers, teachers of medical ethics, and hospital ethics committees. However, the study of moral development in healthcare providers has been hampered because collecting the necessary data from healthcare workers has been labor intensive and extremely time consuming. More efficient methods are needed. (shrink)

In this Part 1, Material Conditions, I look at the changing material conditions of capital in the most labour-intensive manufacturing sectors in world production. I argue that these changes are leading to a waning in monopsony power. The paper introduces a universal logic that governs competition and reshapes the chain around the question of monopsony in the global supply chain. Put simply, deregulation produces high degrees of monopsony power, increasing the value share for the lead firm. This intensifies (...) competition, exerts downward pressure, and winnows the number of suppliers able to compete. The result is a supplier consolidation. Consolidation increases the surviving suppliers’ share of value, which expands access to finance, facilitates self-investment, and raises entry barriers. In Part 2, Subjective Agency, I look at how this leads to the emergence of market spatial inflexibility, which has given labour new openings by increasingly their disruptive power. (shrink)

The craft chocolate and specialty cacao industry has been driving the global chocolate industry towards more sustainable farming and ethical and transparent sourcing practices by prioritizing farmer welfare, environmental resource conservation, and consumer education. However, the craft chocolate and specialty cacao industries are also uniquely vulnerable to the immediate and long term impacts of the COVID-19 pandemic, and many cacao producers are expected to be disproportionately affected. Craft chocolate businesses have been especially hard hit by losses in revenue and specialty (...) cacao producers are facing unique challenges compared to their industrial counterparts. Factors that influence the future of these businesses include: labor intensity, regional politics, risk tolerance, and accessibility. Immediate impacts include loss of revenue and access to markets, which are directly influenced by travel restrictions, access to petrol, global trade networks, and operational limitations. Long term impacts include changes in business strategies, including the use of e-commerce, elevating consumer education to sustain sales and providing access to transparent pricing. The global crisis reveals that there is an ethical imperative to provide investments in the specialty cacao and craft chocolate industry to deliver farmer relief, improve access to technology for business needs, and support farmer empowerment in negotiations to mitigate risks. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:104 Feminist Studies 44, no. 1. © 2018 by Feminist Studies, Inc. Estelle Carol The Chicago Women’s Graphics Collective: A Memoir In 1973, the Chicago Women’s Graphics Collective worked in an old run-down second-floor office on Belmont Avenue, which we shared with the main offices of the Chicago Women’s Liberation Union (CWLU).1 They call it New Town now, but in 1973, there wasn’t much new about it. We weren’t (...) the only artists in the building though; downstairs was a tattoo parlor. Still, it was better than having the studio located in my apartment on Newport Street, where there were silkscreen tables in the dining room and a bathroom that doubled as a darkroom. My bedroom door opened directly into the dining room and usually reeked of the foul chemicals we used to make the posters. Just one OSHA inspection would have shut us down forever, but it was not until later that we learned about the dangers of long-term exposure. On Newport Street, the apartment was right next to the Ravenswood Branch of the “L,” and it shook like the aftershock of a California earthquake each time a train passed. But we were in the midst of a women’s revolution, and our priorities were clear. 1. The Chicago Women’s Graphics Collective (WGC) was a “workgroup” of the CWLU from the very start. There were about 25 workgroups and other groups within the CWLU. CWLU outreach to recruit new members got a lot of new women into WGC. WGC, Women’s Liberation Rock Band, and Womankind Newspaper were the cultural arms of the CWLU. Cultural outreach to attract new CWLU members and new feminists to the movement in general was critical to the CWLU’s success. In Celebration of Amazons, 194. All posters designed and silkscreened collectively by the Chicago Women’s Liberation Union, www.cwluherstory.org. Courtesy of CWLU Herstory Project. All posters are on silkscreen. Turning Through Time, Workwoven, 195. Sisterhood Is Blooming, Springtime Will Never Be the Same, 190. Chicago Women’s Labor History, 194. International Women’s Day (reprinted from a Cuban poster). ABOVE Healthcare Is for People, Not for Profit, 195. OPPOSITE Abortion Is a Personal Decision, Not a Legal Debate, 190. ABOVE Healthcare Is for People, Not for Profit, 195. OPPOSITE Abortion Is a Personal Decision, Not a Legal Debate, 190. OPPOSITE Chicago Maternity Center, 192. ABOVE Lesbian Pride, 192. Mountain-Moving Day, 192. ABOVE Detail from Mountain-Moving Day, 192. OPPOSITE Women Unite, Take Back the Night, 199. Lipstick and Blood (reprinted from a Cuban design). Women Are Not Chicks, 191. Liberation School for Women, 192. Boycott Red Coach Lettuce, 192. Working Women Unite, 195. International Women’s Day, Many Waves But One Ocean, 192. Estelle Carol 121 If you look at Chicago Women’s Graphics Collective posters, you’ll rarely see a person’s name on them, because we decided early on that art had been done all wrong by men. It was based on egotism and the cult of the individual—the great-men-of-art syndrome. So we decided to throw all that out, and art now had to be a collective experience. So every poster that we created had to be done by committee. Every one. We had a system in which any one of the collective could get an idea or a phrase or an image and decide to do a poster. They would ask two or three other members to be their assistants and to help develop the idea. And then in little teams they would physically create the poster in silk screen. It had to be a collective process. There’s no way that one single woman could really do it because we were using very primitive reproduction methods, and we needed at least three people to run the silk screen. The silk screens were all hand printed. No machines. If a poster was more than one color, it had to be hand printed, one color at a time, so it was very, very labor intensive. And... (shrink)

This study offers a close reading of China’s Van Goghs, a documentary that tells the personal story of Zhao Xiaoyong, a painter-worker making his living by replicating masterpieces in a Chinese art village. Taking the cinematic representation of Zhao’s pilgrimage as a starting point, this study explores how the meaning of authenticity is negotiated through the interplay between aesthetic value and market value in the global flow of cultural products. Through a cross-disciplinary exchange between film, tourism, urban studies and creative (...) labor studies, this study investigates the on-screen portrayal of places, people and power relations as a means to investigate the spatial, social and political implications of Zhao’s journey. Situating the protagonist’s quest for authenticity in Shenzhen’s transition from a labor-intensive economy to a knowledge-based economy, this study sheds light on the intersection between identity, mobility, and creativity at the time of capitalization, urbanization and globalization. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Folk Taxonomies Versus Official TaxonomiesNick Haslam (bio)Keywordsclassification, DSM-IV, folk taxonomyFlanagan and Blashfield’s paper continues a highly original program of research on clinicians’ understandings of psychopathology. This work is unique in bringing concepts and methods from cognitive anthropology to bear on psychiatric classification. At first blush, it might seem questionable to treat clinicians’ beliefs about psychiatric disorders as folk taxonomies, no different in kind from classifications of birds produced by (...) members of a forest-dwelling tribe. Unlike birds and other natural objects of folk taxonomies, mental disorders are not concrete entities and they cannot be distinguished on perceptual grounds. Unlike tribespeople, clinicians are not simply “folk” whose naïve classifications can be compared with those of scientific authorities. They are, in fact, heavily exposed to the reigning official taxonomy during their professional training, and their thinking can hardly remain unaffected by it. It is a testament to Flanagan and Blashfield’s work that despite these apparent disanalogies, their folk-taxonomic approach manages to illuminate how clinicians carve up the psychiatric domain.This paper reports some careful, creative, and labor-intensive studies to make a few fundamental claims about how clinicians classify. First, the authors argue that clinicians hold simplified taxonomies compared with the official DSM-IV taxonomy: They encompass fewer disorders and classify them in a shallower hierarchy. Second, they claim that clinicians substantially agree in how they classify disorders, and that a consensus classification can therefore be extracted from their individual taxonomies. Third, they argue that clinicians’ taxonomies show only a modest consistency with DSM-IV, and that the discrepancies may be systematic and important. Notably, for example, clinicians did not preserve the fundamental divide between the DSM’s Axes I and II. My comments address the second and third claims.Is There a “Consensus” among the Clinicians?One of the main achievements of Flanagan and Blashfield’s paper is to develop a “consensual taxonomy,” which is laid out in their Table 2a. This taxonomy clearly distils how their clinicians tended to judge the relations among diagnoses. However, it is an exaggeration to present it as a consensus. If, by Romney, Weller, and Batchelder’s (1986) third criterion, “cultural consensus” requires that the primary factor in a principal components analysis accounts for “most” of the variance in clinicians’ judgments, then Flanagan and Blashfield’s analysis [End Page 281] fails to show consensus. Their first factor accounts for only twenty-five percent of the variance, well short of the required majority. This finding implies that there is three times as much inconsistency or variability among clinicians’ taxonomic judgments than there is consistency and commonality. The observed factor-analytic findings are compatible with the average correlation between pairs of clinicians being only about 0.2, a very weak level of agreement.This is not to say that there is no consistency among the clinicians, or that there is no value in summarizing that consistency, but it does indicate that there is a great deal of diversity as well. Clinicians’ folk taxonomies seem to be highly idiosyncratic, more a Babel of distinctive classifications than a chorus of agreement. It is therefore risky to draw strong generalizations about how clinicians classify, and to imply that there is a single consensual taxonomy.Several things are very interesting about this diversity of classifications. First, Flanagan and Blashfield show that it cannot be explained by the clinicians’ differing levels of experience or by the different methodologies used to elicit their taxonomies. The variability among clinicians must therefore have some other basis, which awaits further investigation. Second, the level of agreement (“consensus”) obtained here is significantly lower than what has been found in more orthodox studies of folk taxonomy. By implication, the classification of psychiatric disorders is a slipperier enterprise than the classification of animals and plants. People who have extensive professional experience and training in the field of psychopathology—vocational training that includes the standardizing forces of accrediting bodies and a dominant psychiatric nosology—nevertheless tend not to agree substantially about how to map that territory. One guess about why this might be is that clinicians’ folk taxonomies are not merely descriptive maps of the interrelations among diagnostic entities, but are... (shrink)

Canada balsam is secreted by cells in the bark of the balsam fir Abies balsamea, a conifer widely distributed across Canada and northern U.S.A. Collected by an extraordinarily labour-intensive process, it was initially exported to Europe for use in pharmacy. However, it found a much wider application after Brewster showed that the refractive index of 1·54–1·55 characterizing the vitreous mass remaining after heating the natural product exceeded that of most resins, and therefore closely matched the indices of ‘crown’ (...) and ‘light flint’ optical glasses. ‘Cooked’ Canada balsam was therefore very suitable for cementing achromatic lenses for telescopes and microscopes, as well as for mounting specimens for microscopical examination. Canada balsam remained pre-eminent for over a century, but the rise of synthetic adhesives and other substitutes has now relegated the natural balsam to a few specialized niches. (shrink)

The preparation of samples for gene diagnosis is time‐consuming, labor‐intensive and costly. These problems can be overcome by dissolving a biological source in a strong solution of a chaotropic salt, then filtering the solution through an immobilizing membrane. Conditions exist for causing the selective immobilization of either DNA or mRNA. The resultant membrane is immediately ready for reaction with labeled gene probes.