Efficacy of Non-Negative Matrix Factorization for Feature Selection in Cancer Data
In: International Journal of Data Mining & Knowledge Management Process (IJDKP) Vol.10, No.4, July 2020, DOI:10.5121/ijdkp.2020.10401 1
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In: International Journal of Data Mining & Knowledge Management Process (IJDKP) Vol.10, No.4, July 2020, DOI:10.5121/ijdkp.2020.10401 1
SSRN
In: Routledge studies in human resource development
Emerging multinational enterprises (or EMNEs) have made a huge impact on the international business stage by internationalising at a rapid rate. And they have performed remarkably well in both developing and developed countries. Accordingly, there is a growing strand of literature on how EMNEs manage their international human resource (IHRM) practices in different international contexts. However, the majority of the literature on IHRM practices of EMNEs is limited to explaining what international management practices EMNEs implement in their foreign subsidiaries and how they implement them. Too often, EMNEs struggle to transfer their weak management practices across national borders as they have limited experience, resources and capabilities when compared to MNEs from developed countries. Developing a better understanding on the manner in which EMNEs adopt their international human resource management and development practices abroad is, therefore, paramount to fully understand their globalisation-related behaviours. This dedicated book will aim to provide a holistic picture and contemporary insights on IHRM in emerging multinational enterprises. It will be of interest to researchers, academics and students in the fields of business and management, especially those with a particular interest in human resource management, firm internationalisation and emerging markets.
In: Organizational dynamics: a quarterly review of organizational behavior for professional managers, Band 53, Heft 1, S. 101037
ISSN: 0090-2616
In: IPPR progressive review, Band 29, Heft 2, S. 92-100
ISSN: 2573-2331
In: Journal of business ethics: JBE, Band 191, Heft 4, S. 697-711
ISSN: 1573-0697
In: Journal of Intellectual Capital, Band 23, Heft 1, S. 144-170
PurposeThis article aims to examine the challenges faced by highly skilled expatriates (i.e. professionals and managers) from the Indian subcontinent (i.e. India and neighboring countries) as they attempt to advance their careers in Australia. Extant literature has revealed significant gaps between policies for skilled migration proposed by governments in developed countries and the response to policies by organizations in those countries. By employing the theories of habitus, disembedding, sensemaking and acculturation as frameworks for analysis, the authors explore and explain how these expatriates settle and integrate into their new lives and careers as they resolve their experience of habitus.Design/methodology/approachThis study employed phenomenology and narrative research techniques using 21 in-depth, semistructured interviews with expatriate professionals from India, Pakistan, Sri Lanka and Bangladesh to explore and examine their expatriation experiences and their occupational progress in Australia.FindingsThe findings reveal that on migrating to Australia, expatriate professionals are uprooted from their home country habitus and thrust into new conditions that cause them to lose their cultural, economic, intellectual and social capital, which further leads them into a state of "disembeddedness." These highly skilled expatriates then rely on sensemaking and acculturation to resolve their crisis of habitus. The authors also found that gender is a significant factor in this process, as female expatriates faced more career-related barriers compared to their male counterparts.Originality/valueThis article brings into focus previously unexamined avenues of expatriation research and proposes a novel theoretical framework that is instrumental in explaining the settlement and integration process of highly skilled professionals from emerging nations.
In: Journal of racial and ethnic health disparities: an official journal of the Cobb-NMA Health Institute, Band 11, Heft 1, S. 92-100
ISSN: 2196-8837
This paper examines the effect of home country characteristics on the internationalization of emerging market multinational enterprises (EMNEs). Drawing on the institution-based view (IBV), we argue that institutional, political, and social characteristics will positively relate to the internationalization of EMNEs. Further, drawing on the knowledge-based view (KBV), we also argue that a firm's knowledge stock (KS) will positively moderate the aforementioned relationship. Our research setting involves the incorporation of primary data collected from Iranian multinational enterprises (MNEs) operating in the food and beverage industry. The results provide support for the hypotheses that home country characteristics positively impact the international growth of EMNEs but this does not lead to their further expansion. Also, supported was the hypothesis that EMNEs' knowledge stock positively moderates the relationship between home country characteristics and their international growth. These findings not only contribute to current knowledge about the drivers of EMNE's internationalization but also stress the idiosyncratic role of home country institutions and the impact of knowledge-specific capabilities on the internationalization of EMNEs, their international growth, and expansion.
BASE
In: International journal of human resource management, Band 34, Heft 21, S. 4175-4203
ISSN: 1466-4399
BACKGROUND: One in seven people living in the United Kingdom (UK) is an international migrant, rendering migrants an important population group with diverse and dynamic health and healthcare needs. However, there has been no attempt to map contemporary trends within migration health research conducted in the UK. The aim of this scoping review was to describe trends within migration health research and identify gaps for future research agendas. METHODS: PubMed and Embase were systematically searched for empirical research with a primary focus on the concepts "health" and "migrants" published between 2001 and 2019. Findings were analysed using the UCL-Lancet Commission on Migration and Health Conceptual Framework for Migration and Health. RESULTS: In total, 399 studies were included, with almost half (41.1%; 164/399) published in the last five years of the study period between 2015 and 2019 and a third (34.1%; 136/399) conducted in London. Studies included asylum seekers (14.8%; 59/399), refugees (12.3%; 49/399), and undocumented migrants or migrants with insecure status (3.5%; 14/399), but most articles (74.9%; 299/399) did not specify a migrant sub-group. The most studied health topics were specific disease outcomes such as infectious diseases (24.1% of studies) and mental health (19.1%) compared to examining systems or structures that impact health (27.8%), access to healthcare (26.3%), or specific exposures or behaviours (35.3%). CONCLUSIONS: There has been a growing interest in migration health. Ensuring a diverse geographic distribution of research conducted in the UK and disaggregation by migrant sub-group is required for a nuanced and region-specific understanding of specific health needs, interventions and appropriate service delivery for different migrant populations. More research is needed to understand how migration policy and legislation intersect with both the social determinants of health and access to healthcare to shape the health of migrants in the UK.
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INTRODUCTION: The coronavirus (COVID-19) pandemic has caused significant global mortality and impacted lives around the world. Virus Watch aims to provide evidence on which public health approaches are most likely to be effective in reducing transmission and impact of the virus, and will investigate community incidence, symptom profiles and transmission of COVID-19 in relation to population movement and behaviours. METHODS AND ANALYSIS: Virus Watch is a household community cohort study of acute respiratory infections in England and Wales and will run from June 2020 to August 2021. The study aims to recruit 50 000 people, including 12 500 from minority ethnic backgrounds, for an online survey cohort and monthly antibody testing using home fingerprick test kits. Nested within this larger study will be a subcohort of 10 000 individuals, including 3000 people from minority ethnic backgrounds. This cohort of 10 000 people will have full blood serology taken between October 2020 and January 2021 and repeat serology between May 2021 and August 2021. Participants will also post self-administered nasal swabs for PCR assays of SARS-CoV-2 and will follow one of three different PCR testing schedules based on symptoms. ETHICS AND DISSEMINATION: This study has been approved by the Hampstead National Health Service (NHS) Health Research Authority Ethics Committee (ethics approval number 20/HRA/2320). We are monitoring participant queries and using these to refine methodology where necessary, and are providing summaries and policy briefings of our preliminary findings to inform public health action by working through our partnerships with our study advisory group, Public Health England, NHS and government scientific advisory panels.
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