Category Archives: Research Type

Collaboration within Engineering Education Research’s Community of Practice

Citation analysis, Research Examples, Research Type

Engineering education research (EER) is a relatively young field of inquiry, established with the
intent to improve the academic experiences of young and emerging engineers. While many
researchers’ perceptions of how to improve engineering education stem from traditional
classroom experiences, a select group of researchers belong to EER-oriented departments, labs,
and research centers. These on-campus resources create a formal bridge between EER-expert
networks and offer researchers an opportunity to collaborate with other like-minded individuals.
However, researchers lacking access to similar EER resources may be unable to establish
connections to engineering education’s expert community of practice.

The purpose of this paper is to answer the question “How is collaboration within the EER
community of practice impacted by an individual’s access to EER resources?” Formal
collaborations were catalogued using co-authorship data from publications in the Journal of
Engineering Education between the years 2008 to 2012. Influential researchers, collaboration
trends, critical brokers, and other hidden structures were analyzed using social network analysis
methods. Results of this study found that researchers on campuses lacking formal EER resources
are unable to broker connections into EER’s expert community of practice. Consequently, these
researchers may be unable to adopt best practices from and exchange relevant information with
the greater community.

Author(s): Scottie-Beth Fleming
Organization(s): Georgia Institute of Technology
Source: 121st American Society for Engineering Education (ASEE) Annual Conference and Exhibition
Year: 2014

Visualization of social network for scientific research evaluation

Citation analysis, Network analysis, Research Examples

In order to enrich the existing scientific research evaluation methods for scientific researchers, institutions, regions or journals that engaged in some technical field, subject or field, the paper reviews the shortcoming in current visualization used for scientific research evaluation. And then, the paper designs and realizes three applications of social network visualization, first improves the traditional co-author network marking signature order, then integrates correlative network with dynamic threshold, and at last constructs citation network to convey the quantity, quality and influence of the object being evaluated. For each model, we propose a virtual example without real meaning to show the interpretation of the network map.

Author(s): Yunsheng Du, Yuqin Liu, Pengjun Qiu, Xiaohan Shen
Organization(s): Beijing Institute of Technology
Source: Modeling and Computation in Engineering III (45 technical papers from the 3rd International Conference on Modeling and Computation in Engineering)
Year: 2014

http://www.barnesandnoble.com/w/modeling-and-computation-in-engineering-iii-lei-zhang/1119693251?ean=9781138026803

Digging for gold with a simple tool: Validating text mining in studying electronic word-of-mouth (eWOM) communication

Data Type, novel source, Research Examples, Research Type, ST&I indicators, Strategic planning, Tech mining

Text-based electronic word-of-mouth (eWOM) communication has increasingly become an important channel for consumers to exchange information about products and services. How to effectively utilize the enormous amount of text information poses a great challenge to marketing researchers and practitioners. This study takes an initial step to investigate the validities and usefulness of text mining, a promising approach in generating valuable information from eWOM communication. Bilateral data were collected from both eWOM senders and readers via two web-based surveys. Results provide initial evidence for the validity and utility of text mining and demonstrate that the linguistic indicators generated by text analysis are predictive of eWOM communicators’ attitudes toward a product or service. Text analysis indicators (e.g., Negations and Money) can explain additional variance in eWOM communicators’ attitudes above and beyond the star ratings and may become a promising supplement to the widely used star ratings as indicators of eWOM valence.

Author(s): Chuanyi Tang and Lin Guo
Organization(s): Old Dominion University and University of New Hampshire
Source: Marketing Letters
Year: 2013

http://link.springer.com/article/10.1007/s11002-013-9268-8

Development of carbon-based nanomaterials indicators using the analytical tools and data provided by the web of science database

Research Examples, Research profiling, Research Type,

The recent rise of nanotechnology and nanomaterial research is marked by the huge amount of publications indexed in electronic databases, which can be evaluated using bibliometric indicators in order to help researchers find hidden trends, gain novel insights and support new scientific developments. Although in-depth analyses require specialized software and advanced methodologies, some initial indicators can be developed using the analytical tools available in databases and provide useful information about a specific subject or research field. This paper aims to explore the Web of Science’s analytical tool for analyzing the scientific output regarding carbon-based nanomaterials. The results provide several key findings, including research trends and publications in carbon nanotubes, fullerene and graphene, as well as revealing the main global players and journals from 2001 to 2010. Despite the usefulness of the analytical tool, a number of limitations hindered the development of important indicators, such as those involving citation and collaboration.

Author(s): D.H. Milanez, M.T. Schiavi, R.M. do Amaral, L.I.L de Faria and  J.A.R. Gregolin
Organization(s):Federal University of São Carlos – UFSCAR
Source: Materials Research
Year: 2013

http://www.scielo.br/scielo.php?pid=S1516-14392013005000130&script=sci_arttext&tlng=en

Scientometric trends and knowledge maps of global health systems research

Research Examples, Research profiling, Research Type, ST&I policy

In the last few decades, health systems research (HSR) has garnered much attention with a rapid  increase in the related literature. This study aims to review and evaluate the global progress in HSR and assess the current quantitative trends.

Based on data from the Web of Science database, scientometric methods and knowledge visualization techniques were applied to evaluate global scientific production and develop trends of HSR from 1900 to 2012.

HSR has increased rapidly over the past 20 years. Currently, there are 28,787 research articles published in 3,674 journals that are listed in 140 Web of Science subject categories. The research in this field has mainly focused on public, environmental and occupational health (6,178, 21.46%), health care sciences and services (5,840, 20.29%), and general and internal medicine (3,783, 13.14%). The top 10 journals had published 2,969 (10.31%) articles and received 5,229 local citations and 40,271 global citations. The top 20 authors together contributed 628 papers, which accounted for a 2.18% share in the cumulative worldwide publications. The most productive author was McKee, from the London School of Hygiene & Tropical Medicine, with 48 articles. In addition, USA and American institutions ranked  the first in health system research productivity, with high citation times, followed by the UK and Canada.

HSR is an interdisciplinary area. Organization for Economic Co-operation and Development countries  showed they are the leading nations in HSR. Meanwhile, American and Canadian institutions and the World Health Organization play a dominant role in the production, collaboration, and citation of high quality articles. Moreover, health policy and analysis research, health systems and sub-systems research, healthcare and services research, health, epidemiology and economics of communicable and non-communicable diseases, primary care research, health economics and health costs, and pharmacy of hospital have been identified as the mainstream topics in HSR fields. These findings will provide evidence of the current status and trends in HSR all over the world, as well as clues to the  impact of this popular topic; thus, helping scientific researchers and policy makers understand the panorama of HSR and predict the dynamic directions of research.

Author(s): Qiang Yao, Kai Chen, Lan Yao, Peng-hui Lyu, Tian-an Yang, Fei Luo, Shan-quan Chen, Lu-yang He and Zhi-yong Liu
Organization(s): Huazhong University of Science and Technology
Source: Health Research Policy and Systems
Year: 2014

http://www.health-policy-systems.com/content/pdf/1478-4505-12-26.pdf

Integrating bibliometrics and roadmapping methods: A case of dye-sensitized solar cell technology-based industry in China

Future-oriented technology analysis, Research Type

Emerging industries are attracting increasing attention as they engage in innovation activities that transgress the boundaries of science and technology. Policy makers and industrial communities use roadmapping methods to predict future industrial growth, but the existing bibliometric/workshop methods have limitations when analyzing the full-lifecycle industrial emergence, including the transitions between science, technology, application, and the mass market. This paper, therefore, proposes a framework that integrates bibliometrics and a technology roadmapping (TRM) workshop approach to strategize and plan the future development of the new, technology-based industry. The dye-sensitized solar cell technology-based industry in China is selected as a case study. In this case, the bibliometrics method is applied to analyze the existing position of science and technology, and TRM workshops are used to strategize the future development from technology to application and marketing. Key events and impact on the development of the new, technology-based industry have been identified. This paper will contribute to the roadmapping and foresight methodology, and will be of interest to solar photovoltaic industry researchers.

Highlights

  • We develop a framework for roadmapping the emerging technology-based industry.
  • A roadmap of the dye-sensitized solar cell technology-based industry is developed.
  • We find that research on dye-sensitized solar cells has been very active.
  • We find that China is one of the leaders in dye-sensitized solar cell area.

Author(s): Xin Li, Yuan Zhou,  Lan Xue and Lucheng Huang
Organization(s): School of Public Policy and Management, Tsinghua University and Beijing University of Technology
Source: Technological Forecasting and Social Change
Year: 2014

http://www.sciencedirect.com/science/article/pii/S0040162514001644

Bibliometrics: Visualizing the Impact of Nursing Research

Citation analysis, Research profiling, Research Type

Nurse scientists commonly weigh the impact of their work on the discipline of nursing as well as within the larger healthcare arena. Bibliometrics, a statistical method used in citation and content analysis, is a quantitative approach for calculating output and for analyzing value and merit of scientific output. Bibliometric mapping is a method for visually representing bibliometric data. A synthesis between creative design and information visualization, bibliometric mapping highlights the impact of given research on a discipline and has the potential to foster increased data comprehension. Widely used in the field of information science, bibliometrics has received less attention in nursing and healthcare. This paper describes the methodological considerations for bibliometrics, software that could be considered for citation analyses, and an exemplar that shows the visual richness of bibliometric mapping. Recommendations are made for facilitating bibliometric analyses.

Author(s): Paige M. Alfonzo, Teresa J. Sakraida, and  Marie Hastings-Tolsma
Organization(s): University of Colorado
Source: Online Journal of Nursing Informatics
Year: 2014

http://www.himss.org/ResourceLibrary/GenResourceDetail.aspx?ItemNumber=28962

The Contribution of Information Science through Intellectual Property to Innovation in the Brazilian Health Sector

Research Examples, Research Type, ST&I indicators, ST&I policy, Strategic planning

In response to the challenges of the 21st century, emerging countries have played an increasingly leading role in the global economy, and public health has been a notable feature of the government agendas in these countries. According to the IMF, Brazil is one of the countries with the greatest potential to stand out in this context. The quantity of research and development into technologies for drugs and medications is important for supporting innovation in the health sector. Information science can therefore help considerably in the analysis of patents, indicating trends, revealing opportunities for investors, and assisting the decision-taking process by private sector managers and government agents. This study is based on the extraction of valuable information contained in the hidden Web through technology foresight of products deemed strategic by the Brazilian Ministry of Heath, which are the target of public policies and investments by the state for domestic production.

Author(s): Adelaide Maria de Souza Antunes, Suzanne de Oliveira Rodrigues Schumacher, Flavia Maria Lins Mendes, Luc Quoniam, and Jorge Lima de Magalhães
Organization(s): National Institute of Industrial Property (INPI),
Brazil & Federal University of Rio de Janeiro
(UFRJ), Aix-Marseille Université
Source: Rethinking the conceptual base for new practical applications in information value and quality (IGI Book series Advances in Information Quality and Management)
Year: 2014

https://vpinstitute.org/the-contribution-of-information-science-through-intellectual-property-to-innovation-in-the-brazilian-health-sector/

A patento-scientometric approach to venture capital investment prioritization

Data Type, Patents, Research Examples, Research Type, ST&I indicators

This paper proposes an approach to analyzing and prioritizing venture capital investments with the use of scientometric and patentometric indicators. The article highlights the importance of such investments in the development of technology-based companies and their positive impacts on the economic development of regions and countries. It also notes that the managers of venture capital funds struggle to objectify the evaluation of investment proposals. This paper analyzes the selection process of 10 companies, five of which received investments by the largest venture capital fund in Brazil and the other five of which were rejected by this same fund. We formulated scientometric and patentometric indicators related to each company and conducted a comparative analysis of each by considering the indicators grouped by the nonfinancial criteria (technology, market, and divestiture team) from analysis of the investment proposals. The proposed approach clarifies aspects of the criteria evaluated and contributes to the construction of a method for prioritizing venture capital investments.

Author(s): Gustavo da Silva Motta, Pauli Adriano de Almada Garcia, and Rogério Hermida Quintella
Organization(s): Universidade Federal da Bahia
Source: Journal of the Association for Information Science and Technology
Year: 2014

http://onlinelibrary.wiley.com/doi/10.1002/asi.23205/abstract?deniedAccessCustomisedMessage=&userIsAuthenticated=false

Clustering scientific documents with topic modeling

Tech mining

Topic modeling is a type of statistical model for discovering the latent “topics” that occur in a collection of documents through machine learning. Currently, latent Dirichlet allocation (LDA) is a popular and common modeling approach. In this paper, we investigate methods, including LDA and its extensions, for separating a set of scientific publications into several clusters. Continue reading Clustering scientific documents with topic modeling →