scholarly journals Is One Dimension Enough?: A Response to Simonton's Varieties of (Scientific) Creativity (2009)

2009 ◽  
Vol 4 (5) ◽  
pp. 453-454 ◽  
Author(s):  
James C. Kaufman ◽  
John Baer
Keyword(s):  
Theoretical Model ◽  
One Dimension ◽  
Future Research ◽  
Scientific Creativity ◽  
Amusement Park ◽  
Domain Specific ◽  
Single Dimension ◽  
Points Of View ◽  
Integrate Domain

We admire Simonton's valiant attempt to bring all of creativity under a single dimension. We offer a view that is sometimes complementary and sometimes distinct from Simonton's model: Our own multidimensional amusement park theoretical model, which tries to integrate domain-specific and domain-general points of view. We eagerly await future research on Simonton's model and are curious of how his hard–soft dimension can be included into the creativity pantheon.

scholarly journals Mapping domain characteristics influencing Analytics initiatives: The example of Supply Chain Analytics

2020 ◽  
Vol 13 (1) ◽  
pp. 56
Author(s):  
Tino Herden
Keyword(s):  
Supply Chain ◽  
Supply Chain Management ◽  
Success Factors ◽  
Research Collaboration ◽  
Future Research ◽  
Structured Interviews ◽  
Chain Management ◽  
Domain Specific ◽  
The Status ◽  
The Impact

Purpose: Analytics research is increasingly divided by the domains Analytics is applied to. Literature offers little understanding whether aspects such as success factors, barriers and management of Analytics must be investigated domain-specific, while the execution of Analytics initiatives is similar across domains and similar issues occur. This article investigates characteristics of the execution of Analytics initiatives that are distinct in domains and can guide future research collaboration and focus. The research was conducted on the example of Logistics and Supply Chain Management and the respective domain-specific Analytics subfield of Supply Chain Analytics. The field of Logistics and Supply Chain Management has been recognized as early adopter of Analytics but has retracted to a midfield position comparing different domains.Design/methodology/approach: This research uses Grounded Theory based on 12 semi-structured Interviews creating a map of domain characteristics based of the paradigm scheme of Strauss and Corbin.Findings: A total of 34 characteristics of Analytics initiatives that distinguish domains in the execution of initiatives were identified, which are mapped and explained. As a blueprint for further research, the domain-specifics of Logistics and Supply Chain Management are presented and discussed.Originality/value: The results of this research stimulates cross domain research on Analytics issues and prompt research on the identified characteristics with broader understanding of the impact on Analytics initiatives. The also describe the status-quo of Analytics. Further, results help managers control the environment of initiatives and design more successful initiatives.

Crossing team boundaries: A theoretical model of team boundary permeability and a discussion of why it matters

2017 ◽  
Vol 71 (7) ◽  
pp. 925-950 ◽  
Author(s):  
Rebekah Dibble ◽  
Cristina B Gibson
Keyword(s):  
Theoretical Model ◽  
Future Research ◽  
Boundary Permeability

Given the context in which teams work today, many teams are necessarily dynamic and permeable; that is, workers must be able to move quickly and easily in and out of teams, across team boundaries. We develop a model of team boundary permeability that incorporates the features of the team that give rise to boundary permeability, the outcomes experienced by teams with permeable boundaries, and moderators that serve to enhance the benefits and mitigate the liabilities of boundary permeability. In doing so, we extend theory on the fluid nature of teams. We conclude with implications for theory, directions for future research and implications for practice.

The Internationalization of Family Firms

2013 ◽  
Vol 27 (2) ◽  
pp. 103-125 ◽  
Author(s):  
Thilo J. Pukall ◽  
Andrea Calabrò
Keyword(s):  
Theoretical Model ◽  
Family Firms ◽  
Future Research ◽  
Risk Attitudes ◽  
Journal Articles ◽  
Suggested Model ◽  
Socioemotional Wealth ◽  
Uppsala Model ◽  
Research Themes

This article systematically reviews and critically examines 72 journal articles published (from 1980 to 2012) on the internationalization of family firms. Stemming from existing literature, core aspects and main gaps are identified. We aim to overcome the inconclusiveness of findings of previous research by offering an integrative theoretical model integrating the concept of socioemotional wealth with the revised Uppsala model. Our framework helps understand behaviors of internationalizing family firms by focusing on when and how they internationalize, especially related to risk attitudes, the role of knowledge and networks. Ultimately, we provide future research themes flowing from our suggested model.

scholarly journals Islamic marketing as macromarketing

2014 ◽  
Vol 5 (1) ◽  
pp. 2-19 ◽  
Author(s):  
Djavlonbek Kadirov
Keyword(s):  
Design Methodology ◽  
Marketing Research ◽  
Future Research ◽  
Content Type ◽  
Present Discussion ◽  
Domain Specific ◽  
Means And Ends ◽  
Practical Implications ◽  
Separate Discipline ◽  
Field Of Inquiry

Purpose – The purpose of the article is to propose and develop a distinct perspective in Islamic marketing research through fusing the Islamic paradigm and the macromarketing theory. Design/methodology/approach – This is a conceptual article that is based on intellectualising and reflecting on differences in understanding what marketing is and what role it plays in society. Findings – The article reveals some commonality of purpose between the macromarketing discipline and Islamic macromarketing, while the latter field of inquiry offers a unique outlook to a number of domain-specific issues. Research limitations/implications – The characterisation of Islamic macromarketing will open new avenues for future research and will make researchers more theoretically sensitive to ontological and epistemological assumptions that underlie marketing investigations. The limitation of the present discussion is that Islamic macromarketing may not have yet emerged as a separate discipline. Additionally, research on genuinely macromarketing issues in Islamic contexts is very sparse. Practical implications – Muslim practitioners and managers are to realise that the means and ends of marketing are better understood if viewed from a broader perspective of marketing's impact and consequences on society. By adopting the Islamic macromarketing perspective, public, societal institutions, business stakeholders, and managers will find a better platform to cooperate on maximising the realisation of hasanah (excellence) for all. Originality/value – This article contributes to the discipline by introducing and characterising a potentially new field of marketing inquiry.

The Roles of Knowledge Management and Cooperation in Determining Company Innovation Capability: A Literature Review

10.28945/4739 ◽  
2021 ◽  
Vol 16 ◽  
pp. 125-145
Author(s):  
Elan N Purwanto ◽  
Ernie T Sule ◽  
Imas Soemaryani ◽  
Yudi Azis
Keyword(s):  
Knowledge Management ◽  
Theoretical Model ◽  
Literature Review ◽  
Data Extraction ◽  
Relevant Literature ◽  
Future Research ◽  
Online Research ◽  
Innovation Capability ◽  
Research Model ◽  
Business Practitioners

Aim/Purpose: The aim of this study is to develop a research model derived from relevant literature to guide empirical efforts. Background: Companies struggle to innovate, which is essential for improving their performance, surviving in competition, and growing. A number of studies have discussed company innovation capability, stating that innovation capability is influenced by several variables such as cooperation and knowledge management. Therefore, further research is necessary to identify factors playing a role in enhancing innovation capability. Methodology: This study is based on systematic literature review. The stages are: (1) research scope review, (2) comprehensive online research, (3) journal quality assessment, (4) data extraction from journals, (5) journal synthesis, and (6) comprehensive report. The online research used Google Scholar database, by browsing titles, abstracts, and keywords to locate empirical research studies in peer-reviewed journals published in 2010-2020. Furthermore, 62 related articles were found, of which 38 articles were excluded from further analysis and 24 articles were selected because they were more related to the topic. Contribution: The results of this study enrich the research in the field of knowledge management, cooperation, and innovation capability by developing a conceptual framework of innovation capability. The proposed theoretical model may be fundamental in addressing the need of a research model to guide further empirical efforts. Findings: This study provides a research model derived from systematically reviewing relevant literature. The proposed theoretical model was done by incorporating the aspects of knowledge management, cooperation, and innovation capability. The model shows that knowledge management and cooperation are essential aspects of innovation capability. Furthermore, this study also provides the dimensions and sub dimensions of each variable that was established after synthesizing the literature review. Recommendations for Practitioners: Business practitioners can use the identified predictors of innovation capability and the dimensions of each variable to explore their company’s innovation capability. They can also take the relevant variables into consideration when making policies regarding innovation. Recommendation for Researchers: The theoretical model proposed in this study needs validation with further empirical investigation. Impact on Society: Readers of this paper can obtain an understanding that knowledge management and cooperation are essential aspects to consider in enhancing innovation capability. Future Research: Future studies should explore other dimensions of knowledge management and cooperation through alternative approaches and perspectives.

scholarly journals BioALBERT: A Simple and Effective Pre-trained Language Model for Biomedical Named Entity Recognition

2020 ◽  
Author(s):  
Usman Naseem ◽  
Matloob Khushi ◽  
Vinay Reddy ◽  
Sakthivel Rajendran ◽  
Imran Razzak ◽  
...  
Keyword(s):  
State Of The Art ◽  
Language Model ◽  
Named Entity Recognition ◽  
Training Data ◽  
Entity Recognition ◽  
Future Research ◽  
Named Entity ◽  
Domain Specific ◽  
Context Dependent ◽  
Biomedical Named Entity Recognition

Abstract Background: In recent years, with the growing amount of biomedical documents, coupled with advancement in natural language processing algorithms, the research on biomedical named entity recognition (BioNER) has increased exponentially. However, BioNER research is challenging as NER in the biomedical domain are: (i) often restricted due to limited amount of training data, (ii) an entity can refer to multiple types and concepts depending on its context and, (iii) heavy reliance on acronyms that are sub-domain specific. Existing BioNER approaches often neglect these issues and directly adopt the state-of-the-art (SOTA) models trained in general corpora which often yields unsatisfactory results. Results: We propose biomedical ALBERT (A Lite Bidirectional Encoder Representations from Transformers for Biomedical Text Mining) - bioALBERT - an effective domain-specific pre-trained language model trained on huge biomedical corpus designed to capture biomedical context-dependent NER. We adopted self-supervised loss function used in ALBERT that targets on modelling inter-sentence coherence to better learn context-dependent representations and incorporated parameter reduction strategies to minimise memory usage and enhance the training time in BioNER. In our experiments, BioALBERT outperformed comparative SOTA BioNER models on eight biomedical NER benchmark datasets with four different entity types. The performance is increased for; (i) disease type corpora by 7.47% (NCBI-disease) and 10.63% (BC5CDR-disease); (ii) drug-chem type corpora by 4.61% (BC5CDR-Chem) and 3.89 (BC4CHEMD); (iii) gene-protein type corpora by 12.25% (BC2GM) and 6.42% (JNLPBA); and (iv) Species type corpora by 6.19% (LINNAEUS) and 23.71% (Species-800) is observed which leads to a state-of-the-art results. Conclusions: The performance of proposed model on four different biomedical entity types shows that our model is robust and generalizable in recognizing biomedical entities in text. We trained four different variants of BioALBERT models which are available for the research community to be used in future research.

A comprehensive analysis of the 21st century's research trends in English Mobile Learning: a bibliographic review of the literature

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Rouhollah Khodabandelou ◽  
Masood Fathi ◽  
Mohammad Amerian ◽  
Mohammad Reza Fakhraie
Keyword(s):  
Bibliometric Analysis ◽  
Mobile Learning ◽  
Research Trends ◽  
Current Status ◽  
Future Research ◽  
Review Of Literature ◽  
Content Type ◽  
The Past ◽  
Learning Research ◽  
Points Of View

PurposeThis study examines the importance of English Mobile Learning research as a foundation for lifelong and sustainable education from different points of view, including those of technology innovation experts, psychologists and educators. It aims to explore the current status and relevant research trends through the application of bibliometric mapping and bibliometric analysis.Design/methodology/approachFor this study, all Web of Science records (in total 5,343) from 2000 to 2020 in the field of English Mobile Learning were analyzed using the VOSviewer and CiteSpace software tools. The WoS built-in functions, including “Refine” and “Analyze,” were employed to perform the bibliometric analysis. The study further analyzed a sample of the five most-cited articles to identify the previous studies with the highest quality or impact.FindingsThe results showed that research in English Mobile Learning is growing quickly and steadily with a noticeable emphasis on various device-based technologies and applications. The study also discusses the key implications for research institutions, education policymakers and academicians, and identifies the most prominent avenues for future research on English Mobile Learning. Moreover, the results shared in this review highlight the most important and emerging areas of research in the field.Originality/valueThis article is the most recent bibliographic review of literature that particularly addresses the English Mobile Learning research during the past two decades.

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