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This article introduces and elaborates on the themes of PCE2021: 'Tihei mauri ora – Contact, culture, and context'. It provides the background to the organizers' thinking about these themes, and especially their focus on bicultural engagement in the context of life and therapeutic practice in Aotearoa New Zealand and, as such, offers an introduction to this special issue of papers from that conference. [ABSTRACT FROM AUTHOR]

Purpose: To meet customers' expectations on shorter lead times, high product availability, flexibility, and variation in delivery and return options, retailers have turned their attention to warehousing and are making big investments in technology. Currently, technology providers are pushing for smart warehousing, a new and under-researched phenomenon. This study aims to conceptualize the term and examine pathways toward implementing smart warehousing. Design/methodology/approach: An exploratory survey was administered to 50 leading Swedish retailers in varying segments. A two-tailed t-test for equality of means was used to detect significant differences between current and future states. Findings: The study found that future smart warehouses will be automated, autonomous, digital, and connected, but that retailers will follow different paths along this journey, driven by contextual trends, e.g. sales growth, wider product assortment, shorter lead-time offerings, and integration of brick-and-mortar and online stores. Interestingly, the study revealed that many of the retailers that aim to create smart warehouses in five years are not the retailers with the most developed technology today. Research limitations/implications: The paper operationalizes smart warehousing in two dimensions: degree of automation and degree of digitalization and connectivity of information platforms. Based on the findings, 16 theoretical propositions are put forth that, based on contextual factors, explain different pathways for retailers to implement smart warehousing. Practical implications: The empirical insights and theoretical discussions provide practically useful guidance, including outlined trends, for selecting and benchmarking automation and complementary technologies in warehouse operations. Originality/value: This paper conceptualizes and operationalizes smart warehousing – an original approach. It is also one of the first to investigate the technological transformation in retail warehousing empirically, explaining how and why retailers choose different pathways toward smart warehousing. [ABSTRACT FROM AUTHOR]

As part of GCSE (General Certificate of Secondary Education) reforms in England, requirements for assessing application in science increased. Setting examination questions in context facilitates testing application as students need to apply what they know and understand to a particular situation. This research explored the nature of the contexts used in reformed GCSE combined science examinations and compared contexts used in a specification which specifically emphasises contextualised learning to those in other specifications. Eight combined science specimen examination papers were selected, including four from GCSE Twenty First Century Science (21C). A qualitative coding frame was used to code each contextualised item. Various strategies for testing in context were present. Contextual features that might risk introducing construct-irrelevant variance were infrequent but may suggest areas for attention in setter training. 21C papers included a higher proportion of items with detailed contexts and a higher proportion of items set in science-related adult/professional settings. [ABSTRACT FROM AUTHOR]

In spite of decades of research developing a model of language and context, there is little consensus in systemic functional linguistics (SFL) about how context should be modelled and how language and context are related. In this paper, we review recent work in SFL which focuses on modelling register as a resource – reconceiving field as a resource for construing phenomena, tenor as a resource for negotiating social relations, and mode as a resource for composing texture. This work has a number of implications for SFL's conception of realisation (as strata of abstraction), instantiation (as a cline of generalisation), and individuation (as a scale of belonging). For realisation it bears critically on the issue of whether or not to adopt a stratified model of context (as register and genre) and the relationship between extrinsic functionality (field, tenor, and mode) and intrinsic functionality (ideational, interpersonal, and textual metafunctions). For instantiation, it bears critically on our modelling of principles for coupling (co-selecting and arranging choices within and across languages and related modalities of communication) – for example mass, presence, and association. And for individuation, it bears critically on the perspectives of allocation (i.e. how access to meanings and their uptake is distributed across communities) and affiliation (i.e. how meanings are used to collaborate and struggle, within and between social groups). Our basic aim in this paper is to suggest a model for improving traction as far as SFL work on language in context is concerned, fully embracing a multimodal perspective on language and related modalities of communication as resources for meaning. [ABSTRACT FROM AUTHOR]

Purpose: This study aims to understand the performance implications of when a business internationalizes. Many managers take the performance implications of internationalization for granted. Whether seeking a broader customer base or cost reduction through cross-border outsourcing, the overwhelming belief is that internationalization leads to higher profits. Design/methodology/approach: This paper offers a systematic review, content analysis and cross-tabulation analysis of 115 empirical studies from over 40 major journals in management, strategy and international business between 1977 and 2021. Focusing on research settings, sample characteristics, underlying theoretical approaches, measurements of key variables and moderators influencing the multinationality and performance relationship, this study offers a detailed account of definitions and effects. Findings: The findings of this study suggest a tenuous connection between internationalization and performance. No strain of research literature conclusively identifies a consistent direct path from internationalization to performance. The context specificity of the relationship makes general declarations impossible. Research limitations/implications: Future researchers should recognize that internationalization is a process taking different forms, with no specific dominant form. General declarations are misleading. The focus should be on the process of internationalization rather than on the outcome. Originality/value: This study contributes to the international business literature by exploring reasons for the inconsistent results and lack of consensus. Through a detailed account of definitions and effects, this paper explores the lack of consensus as well as the identified shapes of the relationship. [ABSTRACT FROM AUTHOR]

This paper examines preferences across domains and contexts under conditions of risk and ambiguity and estimates the effect of attributes of the prospects on individual preferences. The main contribution of this paper is that it examines preferences using prospects with continuous distributions—a deviation from the widely used gambles with discrete probabilities. The argument put forward in this paper is that this design is at least as realistic of many real‐life situations and easier to comprehend. Data were obtained from field experiments where the tasks presented to subjects were framed as gain, loss and mixed and were not exclusively monetary. The findings show that risk preferences are context dependent, implying that the argument of risk‐taking being a stable personality trait is untenable. Risk (resp., ambiguity) preferences differ within and between domains. Subjects are risk‐avoiding and ambiguity avoiding in the gain domain and the reverse in the loss domain. An increase in the difference between the means of the smaller and larger variance prospects increases the preference for the larger variance prospect under risk but not under ambiguity. Stake orientation with regard to which ends of the prospects are bound at zero was crucial in subjects' decisions—an important finding not observed in discrete gamble experiments. [ABSTRACT FROM AUTHOR]

Morphologically derivative languages form words by fusing stems and suffixes, stems are important to be extracted in order to make cross lingual alignment and knowledge transfer. As there are phonetic harmony and disharmony when linguistic particles are combined, both phonetic and morphological changes need to be analyzed. This paper proposes a multilingual stemming method that learns morpho-phonetic changes automatically based on character based embedding and sequential modeling. Firstly, the character feature embedding at the sentence level is used as input, and the BiLSTM model is used to obtain the forward and reverse context sequence, and the attention mechanism is added to this model for weight learning, and the global feature information is extracted to capture the stem and affix boundaries; finally CRF model is used to learn more information from sequence features to describe context information more effectively. In order to verify the effectiveness of the above model, the model in this paper is compared with the traditional model on two different data sets of three derivative languages: Uyghur, Kazakh and Kirghiz. The experimental results show that the model in this paper has the best stemming effect on multilingual sentence-level datasets, which leads to more effective stemming. In addition, the proposed model outperforms other traditional models, and fully consider the data characteristics, and has certain advantages with less human intervention. [ABSTRACT FROM AUTHOR]