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A literature review within the manufacturing strategy (MS) discipline with a focus on thematic developments is provided. Based on recent studies, a set of challenges posed to manufacturing enterprise of the future are summarized, and thematic areas are analyzed in relation to meeting those challenges. The paper aims to discuss these issues.

Based on a select set of 506 articles published in top-ranked refereed international journals in the discipline of operations management, major and subthemes are identified and the publication trends in these themes are provided with time and across geographical regions, namely: North America, Europe, and other parts of the world.

MS literature is predominantly focussed on the economic objectives of firms without a due focus on the social and environmental perspectives. MS literature covers 11 major thematic areas, namely: MS components and paradigms, manufacturing capabilities (MCs), strategic choices (SCs), best practices (BPs), the strategy process (SP), supply-chain management (SCM), performance measurement, transnational comparisons, global manufacturing, environmental/green manufacturing, and literature reviews. The research in two areas – SCs, and MCs – has been in decline, while the research in BPs, the SP, and transnational comparisons is growing (in absolute figures). Various research opportunities for future studies are identified.

The literature review is limited in its selection of articles and journals, however, the identified trends clarify the state of research by the MS research community at large.

For researchers, multiple new research directions are identified in order to advance knowledge in the field of MS. The publication trends also highlight thematic areas where most of the MS body of knowledge is currently available and can be utilized by practitioners.

The paper’s novelty comes from: first, a broader and deeper review of thematic areas that has not been researched before, second, trends in thematic areas by time, across geographical regions, and including time-region dyads, and third, coverage provided by MS literature in meeting challenges posed to manufacturing enterprise of the future.

The commercialization of innovation, which is key to entrepreneurial success, is a combination of several entrepreneurial activities. Building on research from fields of management, strategy, entrepreneurship, economics, and marketing, the paper summarized the extant literature to develop a framework of commercialization and an agenda for future research. The paper aims to discuss these issues.

Extensive review of literature, which was comprised of 194 articles across 62 journals in the fields of management, strategy, entrepreneurship, economics, and marketing.

The literature was categorized into six broad themes of entrepreneurial activities: sources of innovations, types of innovation, market entry (capabilities and feasibility), protection, development, and deployment. Most of the research papers that were reviewed were concentrated on single theme.

Given the identification of six key themes of entrepreneurial activity leading to the commercialization of innovations, research questions were posed as a means to move the research forward by integrating the themes.

This is the first paper in its kind to integrate 194 papers from 62 journals to provide a comprehensive framework of commercialization of innovations.

This study aims to provide a systematic review of the existing literature on the applications of deep learning (DL) in hospitality, tourism and travel as well as an agenda for future research.

Covering a five-year time span (2017–2021), this study systematically reviews journal articles archived in four academic databases: Emerald Insight, Springer, Wiley Online Library and ScienceDirect. All 159 articles reviewed were characterised using six attributes: publisher, year of publication, country studied, type of value created, application area and future suggestions (and/or limitations).

Five application areas and six challenge areas are identified, which characterise the application of DL in hospitality, tourism and travel. In addition, it is observed that DL is mainly used to develop novel models that are creating business value by forecasting (or projecting) some parameter(s) and promoting better offerings to tourists.

Although a few prior papers have provided a literature review of artificial intelligence in tourism and hospitality, none have drilled-down to the specific area of DL applications within the context of hospitality, tourism and travel.

To the best of the authors’ knowledge, this paper represents the first theoretical review of academic research on DL applications in hospitality, tourism and travel. An integrated framework is proposed to expose future research trajectories wherein scholars can contribute significant value. The exploration of the DL literature has significant implications for industry and practice, given that this, as far as the authors know, is the first systematic review of existing literature in this research area.

The media is an important actor in public procurement, but research on its role is limited. This paper aims to investigate how the media has engaged with public procurement, using UK newspapers as a case example.

The method consisted of searching Nexis database for news articles on public procurement; automatic extraction of article attributes such as length, section, authorship; and manually coding each article for its theme and industry context. This produced quantitative indicators about the extent and focus of press coverage on public procurement.

Press coverage of public procurement increased between 1985 and 2018. The focus of coverage has been on governance failure and socio-economic policy. Governance failure, which includes corruption, cronyism and supplier malpractice, is associated with construction, outsourcing and professional services sectors. Socio-economic policy, which includes supporting small suppliers and favouring domestic industry, is associated with manufacturing, defence and agriculture.

The analysis included UK media only. While the trends observed on the extent and focus of public procurement news coverage likely reflect the situation in other countries, international comparative research is still required.

Government officials should be more proactive in countering the “negativity bias” in news coverage of public procurement by showcasing projects where value-for-money has been achieved, services have been successfully delivered and social value has been realised.

The media accentuates the negatives of public procurement and omits positive developments. The end-result is a selective and, at times, self-serving media narrative that is likely to engender cynicism towards public procurement.

To the best of the authors’ knowledge, this is the first study on media coverage of public procurement. It highlights that while there are similarities between media and academic treatment of public procurement, particularly in relation to its socio-economic side, the media emphasises governance failings and negative developments to a greater extent.

Country image (CI) has been one of the most studied topics in international business, marketing, and consumer behaviour of the past five decades. Nevertheless, there has been no critical assessment of this field of research. The purpose of this paper is to understand the status and evolution of CI research.

The authors review 554 articles published in academic journals over 35 years. The authors examine publication, authorship, and research procedure trends in these articles as an empirical and quantitative assessment of the field. The authors identify weaknesses and strengths, and the authors address disconcerting and encouraging trends.

The authors find a number of laudatory trends: CI research is becoming less US-centric, more theory driven, more sophisticated in methodology, evaluating more diverse product categories, and making use of multiple cue studies. There are, however, two major methodological concerns: poor replication and questionable generalizability of findings. The authors also noted the influence of CI articles has been decreasing, as well as their rate of publication in top tier journals.

Since the authors present data that reflect actual practices in the field and how such practices have changed across time, the authors believe the study is of substantial value to CI researchers, journal editors, and instructors whose curriculum includes CI. The critical assessment and subsequent recommendations are accordingly empirically justified.

The strategic entrepreneurship (SE) literature exists at the intersection of the strategy and entrepreneurship literatures and has grown rapidly over the past two decades. This study aims to document the proliferation of research papers and identifies the major thematic clusters of topics and other summary information for the SE research domain.

This is a systematic bibliometric review of 586 articles published over the period 2009–2019 in 143 journals. The inductive quantitative assessment of these articles uses meta-data driven techniques that prioritize reproducibility and rigor in the process of literature analysis.

This study identifies six main themes in the strategic literature, namely, Sustainable Competitive Advantage; Knowledge Management; Ecosystems; Strategy; Entrepreneurialism; and Organization and Management. It also reports data on a variety of issues including research techniques, country of data, co-author count and trends and differences between journals based on their journal impact factors and calls for more research in key areas.

An innovative original analytical tool was developed to facilitate the analysis of research papers in this growing field. This online tool allows multiple tags to be attached to each paper by multiple authors working simultaneously to identify keywords and other aspects that were subsequently used to identify six main thematic areas within the SE literature. This paper highlights emerging research trends and identifies gaps in the literature that provide opportunities for further research in this field.

The purpose of this paper is as follows: the first objective is to help illuminate part of the international archival sector’s initial responses to the crisis at its commencement, particularly by thematically analyzing the announcements made by national archives, which are arguably the leading archival institutions in their respective countries and the second objective is to help establish a joint contemporary understanding and historical snapshot of the positions of national archives during the first few months of the pandemic.

A comparative thematic analysis of national archives’ first formal public-facing COVID-19 announcements, released between March and May 2020, is conducted, specifically from the official websites of Australia’s National Archives of Australia, Canada’s Library and Archives Canada, New Zealand’s Archives New Zealand, the United Kingdom’s (UK) The National Archives and the United States of America’s (USA) National Archives.

Notwithstanding their diverse contexts, all the announcements thematically converge in discussing the closure of physical locations and spaces, as well as maintaining (reduced) services and offering remote access. Another theme appearing across most announcements is the concern for the protection of the health, welfare and safety of their communities. Additional themes featured in some of the announcements include considerations about the handling of paper records and physical materials, the removal and/or return of materials and the provision of further COVID-19 information. Unique themes appearing only once include steps for enacting precautions, furloughing staff and reopening and post-pandemic planning.

Limitations to the article’s purview include its small sample size, focus on mainly English-speaking contexts and analysis of only official websites. Nevertheless, this sample arguably includes some of the major and leading archival institutions, not only in their respective countries but also internationally, namely, two national archives from North America (Canada and the USA), one from the wider European region (the UK) and two from Oceania (Australia and New Zealand). Further studies could expand the cohort size, diversify the focus for instance by analyzing social media postings and metrics and extend the timeframe.

This study could be of interest to archival academics and professionals, as well as library and information science scholars and practitioners, public health researchers and policymakers, cultural studies scholars and historians, exploring international and intersectional initiatives that have informed or are currently informing, approaches to and understandings of this pandemic and other similar health crises. It is further hoped that this study will humbly show support and supply solidarity with the wider archival community as it continues responding to and dealing with COVID-19.

Capturing and analyzing aspects of national archives’ communication strategies related to the coronavirus pandemic is a topic of interest, not only for contemporary attempts for dealing with and understanding the crisis but also as a historical snapshot of their responses at this particular point in time.

By contributing to ongoing conversations about the coronavirus pandemic, this study provides the beginning of an analysis of the international archival sector’s initial interventions within it. As the first article in the archival literature on this topic, a baseline and point of reference are established for other studies that will hopefully follow on this topic. In these ways, it can also contribute to debates on how archives and other cultural memory institutions including libraries, museums and galleries, have reacted to the coronavirus pandemic and their resulting communication strategies and impacts upon their institutions, missions, collections, services and communities.

This study aims to explore existing study trends in the halal supply chain (HSC) field as an extension of supply chain studies. Upon examining multiple journal ranks and citation profiles, these trends cover research themes, methodologies, settings (country and data analysis level) and their interactions.

The study followed a systematic, mixed-method review to pinpoint the HSC research themes. The Publish or Perish software, with specific criteria, was used to retrieve and filter 87 HSC articles from 2009 to 2019 from the Google Scholar database. Then, an input–process–output framework was used to classify and discuss potential future research.

This study concludes that HSC research is still in early development. Five themes consisting of 24 different topics were found: the engagement process, quality control assurance, critical success factors, the production and distribution process and HSC operations support. Most of the HSC studies followed conceptual and qualitative interview methods, with special reference to Muslim-majority countries and organization-level analysis. Within one decade, the number of HSC publications grew significantly, though their presentation is mainly in unindexed journals and their citation rate is low. This study thus proposes three main future HSC research points: HSC consequences, processes and antecedents.

Possible practical implications can be expected from the authors’ proposed empirical studies as guidelines to formulate and promote HSC implementation.

No comprehensive HSC research review exists in the literature. This study intends to fill this void by charting cumulative knowledge and proposing a roadmap for future research endeavors.

The purpose of this study was to uncover representative emergent areas and to examine the research area of marketing, tourism and big data (BD) to assess how these thematic areas have developed over a 27-year time period from 1996 to 2022. This study analyzed 1,152 studies to identify the principal thematic areas and emergent topics, principal theories used, predominant forms of analysis and the most productive authors in terms of research.

The articles for this research were all selected from the Web of Science database. A systematic and quantitative literature review was performed. This study used SciMAT software to extract indicators. Specifically, this study analyzed productivity and produced a science map.

The findings suggest that interest in this area has increased gradually. The outputs also reveal the innovative effort of industry in new technologies for developing models for tourism marketing. Ten research areas were identified: “destination marketing,” “mobility patterns,” “co-creation,” “gastronomy,” “sustainability,” “tourist behavior,” “market segmentation,” “artificial neural networks,” “pricing” and “tourist satisfaction.”

This work is unique in proposing an agenda for future research into tourism marketing research with new technologies such as BD and artificial intelligence techniques. In addition, the results presented here fill the current gap in the research since while there have been literature reviews covering tourism with BD or marketing, these areas have not been studied as a whole.

El objetivo de esta investigación fue descubrir nichos representativos de áreas emergentes y examinar el área de Marketing, Turismo y Big Data, evaluando cómo han evolucionado estas áreas temáticas durante un período de 27 años desde 1996–2022. Analizamos 1.152 investigaciones para identificar las principales áreas temáticas y temas emergentes, las principales teorías utilizadas, las formas de análisis predominantes y los autores más productivos en términos de investigación.

Todos los artículos para esta investigación fueron seleccionados de la base de datos Web of Science. Realizamos una revisión sistemática y cuantitativa de la literatura. Utilizamos el software SciMAT para extraer indicadores. Específicamente, analizamos la productividad y elaboramos un mapeo científico.

Los hallazgos sugieren que el interés en esta área ha aumentado gradualmente. Los resultados también revelan el esfuerzo innovador de la industria en nuevas tecnologías para desarrollar modelos de marketing turístico. Se identificaron diez áreas de investigación (“marketing de destinos”, “patrones de movilidad”, “co-creación”, “gastronomía”, “sostenibilidad”, “comportamiento turístico”, “segmentación de mercado”, “redes neuronales artificiales”, “precios”, y “satisfacción del turista”).

Este trabajo es único al proponer una agenda para futuras investigaciones en investigación de Marketing Turístico con nuevas tecnologías como Big Data y técnicas de Inteligencia Artificial. Además, los resultados presentados aquí llenan el vacío actual en la investigación ya que si bien se han realizado revisiones de literatura que cubren Turismo con Big Data o Marketing, estas áreas no se han estudiado como un conjunto.

这一特定研究领域的目标是发现具有代表性的新兴领域, 并考察市场营销、旅游和大数据研究领域, 以评估这些主题领域在1996年至2022年的27年间是如何发展的。我们分析了1152项研究, 以确定主要专题领域和新兴主题、使用的主要理论、主要的分析形式以及在研究方面最有成效的作者。

本研究的文章都是从Web of Science数据库中选出的。我们进行了系统化的定量文献审查, 并使用SciMAT软件来提取指标。具体来说, 我们分析了生产力并制作了一个科学研究地图。

研究结果表明, 人们对这一领域的兴趣已经逐渐增加。本文也揭示了工业界在开发旅游营销模式的新技术方面的创新努力。研究确定了十个研究领域：“目的地营销”、“流动模式”、“共同创造”、“美食”、“可持续性”、“游客行为”、“市场细分”、“人工神经网络”、“定价 “和游客满意度”。

这项研究的独特之处在于提出了未来利用大数据和人工智能技术等新技术进行旅游营销研究的议程。此外, 本文的结果填补了目前的研究空白, 因为虽然有文献综述涉及旅游与大数据或市场营销, 但这些领域还没有被作为一个整体来研究。

Analyses the articles published in the FIU Hospitality Review during a seven‐year period from 1989‐1995. Identifies seven main themes: people and organizations; marketing; environmental change; total quality management and strategy; education; financial analysis and accounting practice; tourism and technology. Summarizes by highlighting the linkages between the themes and the related sub‐themes.