The last five years of Big Data Research in Economics, Econometrics and Finance: Identification and conceptual analysis

Today, the Big Data term has a multidimensional approach where five main characteristics stand out: volume, velocity, veracity, value and variety. It has changed from being an emerging theme to a growing research area. In this respect, this study analyses the literature on Big Data in the Economics, Econometrics and Finance field. To do that, 1.034 publications from 2015 to 2019 were evaluated using SciMAT as a bibliometric and network analysis software. SciMAT offers a complete approach of the field and evaluates the most cited and productive authors, countries and subject areas related to Big Data. Lastly, a science map is performed to understand the intellectual structure and the main research lines (themes)

Discovering Rehabilitation trends in Spain: A bibliometric analysis

The main purpose of this study is to offer an overview of the rehabilitation research area in Spain from 1970 to 2018 through a bibliometric analysis. Analysis of performance and a co-word science mapping analysis were conducted to highlight the topics covered. The software tool SciMAT was used to analyse the themes concerning their performance and impact measures. A total of 3,564 documents from the Web of Science were retrieved. Univ Deusto, Univ Rey Juan Carlos and Basque Foundation for Science are the institutions with highest relative priority. The most important research themes are IntellectualDisability, Neck-Pain and Pain

Software tools for conducting bibliometric analysis in science: An up-to-date review

Bibliometrics has become an essential tool for assessing and analyzing the output of scientists, cooperation between universities, the effect of state-owned science funding on national research and development performance and educational efficiency, among other applications. Therefore, professionals and scientists need a range of theoretical and practical tools to measure experimental data. This review aims to provide an up-to-date review of the various tools available for conducting bibliometric and scientometric analyses, including the sources of data acquisition, performance analysis and visualization tools. The included tools were divided into three categories: general bibliometric and performance analysis, science mapping analysis, and libraries; a description of all of them is provided. A comparative analysis of the database sources support, pre-processing capabilities, analysis and visualization options were also provided in order to facilitate its understanding. Although there are numerous bibliometric databases to obtain data for bibliometric and scientometric analysis, they have been developed for a different purpose. The number of exportable records is between 500 and 50,000 and the coverage of the different science fields is unequal in each database. Concerning the analyzed tools, Bibliometrix contains the more extensive set of techniques and suitable for practitioners through Biblioshiny. VOSviewer has a fantastic visualization and is capable of loading and exporting information from many sources. SciMAT is the tool with a powerful pre-processing and export capability. In views of the variability of features, the users need to decide the desired analysis output and chose the option that better fits into their aims

Sustainability and Kaizen: Business Model Trends in Healthcare

[EN] Kaizen, or continuous improvement, is a management tool that allows the identification of activities that have no value in the processes examined. This identification leads to the improvement of these processes within any organization and promotes economic and social sustainability, and to a lesser extent environmental sustainability. Kaizen, already widely and successfully employed in the industrial sector, is now being applied in the health sector. However, the health sector tends to publish only the results of how processes have been improved in finely focused areas and the resulting benefits. The majority of the benefits focus on time and cost reduction. In this study, the authors carried out a bibliometric analysis using the Scimat program, which maps the thematic evolution of Kaizen in the health sector and its relationship with sustainability, in order to promote the interest of the health sector for this type of process improvement. The findings confirm that the implementation of Kaizen is recent and constantly evolves and grows, and that it can help economic and social sustainability, and to a lesser extent environmental sustainability.Morell-Santandreu, O.; Santandreu Mascarell, C.; García Sabater, JJ. (2020). Sustainability and Kaizen: Business Model Trends in Healthcare. Sustainability. 12(24):1-28. https://doi.org/10.3390/su122410622S1281224Sepetis, A. (2019). Sustainable Health Care Management in the Greek Health Care Sector. Open Journal of Social Sciences, 07(12), 386-402. doi:10.4236/jss.2019.712030Sustainable Healthcare—Working towards the Paradigm Shift https://www.anhinternational.org/wp-content/uploads/old/files/100617SustainableHealthcare_White-Paper.pdfWeisz, U., Haas, W., Pelikan, J. M., & Schmied, H. (2011). Sustainable Hospitals: A Socio-Ecological Approach. GAIA - Ecological Perspectives for Science and Society, 20(3), 191-198. doi:10.14512/gaia.20.3.10McGain, F., & Naylor, C. (2014). Environmental sustainability in hospitals – a systematic review and research agenda. Journal of Health Services Research & Policy, 19(4), 245-252. doi:10.1177/1355819614534836D’Andreamatteo, A., Ianni, L., Lega, F., & Sargiacomo, M. (2015). Lean in healthcare: A comprehensive review. Health Policy, 119(9), 1197-1209. doi:10.1016/j.healthpol.2015.02.002Norazlan, A. N. I., Habidin, N. F., Roslan, M. H., & Zainudin, M. Z. (2014). Investigation of kaizen blitz and sustainable performance for Malaysian healthcare industry. International Journal of Quality and Innovation, 2(3/4), 272. doi:10.1504/ijqi.2014.066381Patient Safety in Developing and Transitional Countries 2012 www.who.int/patientsafety/research/emro_afro_report.pdfElmontsri, M., Almashrafi, A., Banarsee, R., & Majeed, A. (2017). Status of patient safety culture in Arab countries: a systematic review. BMJ Open, 7(2), e013487. doi:10.1136/bmjopen-2016-013487Paul Brunet, A., & New, S. (2003). Kaizenin Japan: an empirical study. International Journal of Operations & Production Management, 23(12), 1426-1446. doi:10.1108/01443570310506704Ferreira, D. M. C., & Saurin, T. A. (2019). A complexity theory perspective of kaizen: a study in healthcare. Production Planning & Control, 30(16), 1337-1353. doi:10.1080/09537287.2019.1615649Chahal, H., & Fayza, N. A. (2016). An exploratory study on kaizen muda and organisational sustainability: patients’ perspective. International Journal of Lean Enterprise Research, 2(1), 81. doi:10.1504/ijler.2016.078249Ishijima, H., Nishikido, K., Teshima, M., Nishikawa, S., & Gawad, E. A. (2019). Introducing the «5S-KAIZEN-TQM» approach into public hospitals in Egypt. International Journal of Health Care Quality Assurance, 33(1), 89-109. doi:10.1108/ijhcqa-06-2018-0143Mazzocato, P., Stenfors-Hayes, T., von Thiele Schwarz, U., Hasson, H., & Nyström, M. E. (2016). Kaizen practice in healthcare: a qualitative analysis of hospital employees’ suggestions for improvement. BMJ Open, 6(7), e012256. doi:10.1136/bmjopen-2016-012256Gowen, C. R., McFadden, K. L., & Settaluri, S. (2012). Contrasting continuous quality improvement, Six Sigma, and lean management for enhanced outcomes in US hospitals. American Journal of Business, 27(2), 133-153. doi:10.1108/19355181211274442Grove, A. L., Meredith, J. O., MacIntyre, M., Angelis, J., & Neailey, K. (2010). UK health visiting: challenges faced during lean implementation. Leadership in Health Services, 23(3), 204-218. doi:10.1108/17511871011061037Ho, S. K. M. (2010). Integrated lean TQM model for global sustainability and competitiveness. The TQM Journal, 22(2), 143+-158. doi:10.1108/17542731011024264DelliFraine, J. L., Langabeer, J. R., & Nembhard, I. M. (2010). Assessing the Evidence of Six Sigma and Lean in the Health Care Industry. Quality Management in Health Care, 19(3), 211-225. doi:10.1097/qmh.0b013e3181eb140eSouza, J. P. E., & Alves, J. M. (2018). Lean-integrated management system: A model for sustainability improvement. Journal of Cleaner Production, 172, 2667-2682. doi:10.1016/j.jclepro.2017.11.144Costa, L. B. M., & Godinho Filho, M. (2016). Lean healthcare: review, classification and analysis of literature. Production Planning & Control, 27(10), 823-836. doi:10.1080/09537287.2016.1143131Costa, D. G. da, Pasin, S. S., Magalhães, A. M. M. de, Moura, G. M. S. S. de, Rosso, C. B., & Saurin, T. A. (2018). Analysis of the preparation and administration of medications in the hospital context based on Lean thinking. Escola Anna Nery, 22(4). doi:10.1590/2177-9465-ean-2017-0402Van Aken, J., Chandrasekaran, A., & Halman, J. (2016). Conducting and publishing design science research. Journal of Operations Management, 47-48(1), 1-8. doi:10.1016/j.jom.2016.06.004Glover, W. J., Farris, J. A., Van Aken, E. M., & Doolen, T. L. (2011). Critical success factors for the sustainability of Kaizen event human resource outcomes: An empirical study. International Journal of Production Economics, 132(2), 197-213. doi:10.1016/j.ijpe.2011.04.005Glover, W. J., Liu, W., Farris, J. A., & Van Aken, E. M. (2013). Characteristics of established kaizen event programs: an empirical study. International Journal of Operations & Production Management, 33(9), 1166-1201. doi:10.1108/ijopm-03-2011-0119Aij, K. H., & Rapsaniotis, S. (2017). Leadership requirements for Lean versus servant leadership in health care: a systematic review of the literature. Journal of Healthcare Leadership, Volume 9, 1-14. doi:10.2147/jhl.s120166Garcia, S., Cintra, Y., Torres, R. de C. S. R., & Lima, F. G. (2016). Corporate sustainability management: a proposed multi-criteria model to support balanced decision-making. Journal of Cleaner Production, 136, 181-196. doi:10.1016/j.jclepro.2016.01.110The Sustainability Yearbook 2014 https://www.p-plus.nl/resources/articlefiles/SustainabilityYearbook2014.pdfRebelo, M. F., Santos, G., & Silva, R. (2016). Integration of management systems: towards a sustained success and development of organizations. Journal of Cleaner Production, 127, 96-111. doi:10.1016/j.jclepro.2016.04.011Cobo, M. J., López-Herrera, A. G., Herrera-Viedma, E., & Herrera, F. (2011). An approach for detecting, quantifying, and visualizing the evolution of a research field: A practical application to the Fuzzy Sets Theory field. Journal of Informetrics, 5(1), 146-166. doi:10.1016/j.joi.2010.10.002Cobo, M. J., López-Herrera, A. G., Herrera-Viedma, E., & Herrera, F. (2012). SciMAT: A new science mapping analysis software tool. Journal of the American Society for Information Science and Technology, 63(8), 1609-1630. doi:10.1002/asi.22688Martínez-Jurado, P. J., & Moyano-Fuentes, J. (2014). Lean Management, Supply Chain Management and Sustainability: A Literature Review. Journal of Cleaner Production, 85, 134-150. doi:10.1016/j.jclepro.2013.09.042López-Robles, J.-R., Guallar, J., Otegi-Olaso, J.-R., & Gamboa-Rosales, N.-K. (2019). El profesional de la información (EPI): Bibliometric and thematic analysis (2006-2017). El Profesional de la Información, 28(4). doi:10.3145/epi.2019.jul.17WOS Database Available from the Spanish Foundation for Science and Technology https://www.recursoscientificos.fecyt.es/Fundación Española para la Ciencia y la Tecnología (FECYT) www.fecyt.esJiménez-García, M., Ruiz-Chico, J., Peña-Sánchez, A. R., & López-Sánchez, J. A. (2020). A Bibliometric Analysis of Sports Tourism and Sustainability (2002–2019). Sustainability, 12(7), 2840. doi:10.3390/su12072840Chiarini, A., Baccarani, C., & Mascherpa, V. (2018). Lean production, Toyota Production System and Kaizen philosophy. The TQM Journal, 30(4), 425-438. doi:10.1108/tqm-12-2017-0178Garcia, J. A. M., Sabater, J. J. G., & Bonavia, T. (2009). The impact of Kaizen Events on improving the performance of automotive components’ first-tier suppliers. International Journal of Automotive Technology and Management, 9(4), 362. doi:10.1504/ijatm.2009.028524Schwerdtle, P. N., Maxwell, J., Horton, G., & Bonnamy, J. (2019). ‘12 tips for teaching environmental sustainability to health professionals’. Medical Teacher, 42(2), 150-155. doi:10.1080/0142159x.2018.1551994Vergunst, F., Berry, H. L., Rugkåsa, J., Burns, T., Molodynski, A., & Maughan, D. L. (2019). Applying the triple bottom line of sustainability to healthcare research—a feasibility study. International Journal for Quality in Health Care, 32(1), 48-53. doi:10.1093/intqhc/mzz049Aznar Mínguet, P., & Barrón Ruiz, Á. (2017). El desarrollo humano sostenible: un compromiso educativo. Teoría de la Educación. Revista Interuniversitaria, 29(1), 25-53. doi:10.14201/teoredu291253Herrera, J., & de las Heras-Rosas, C. (2020). Corporate Social Responsibility and Human Resource Management: Towards Sustainable Business Organizations. Sustainability, 12(3), 841. doi:10.3390/su12030841Leite, H., Bateman, N., & Radnor, Z. (2019). Beyond the ostensible: an exploration of barriers to lean implementation and sustainability in healthcare. Production Planning & Control, 31(1), 1-18. doi:10.1080/09537287.2019.1623426Maghsoudi, T., Cascón-Pereira, R., & Beatriz Hernández Lara, A. (2020). The Role of Collaborative Healthcare in Improving Social Sustainability: A Conceptual Framework. Sustainability, 12(8), 3195. doi:10.3390/su12083195Stelson, P., Hille, J., Eseonu, C., & Doolen, T. (2017). What drives continuous improvement project success in healthcare? International Journal of Health Care Quality Assurance, 30(1), 43-57. doi:10.1108/ijhcqa-03-2016-0035Alvarado Ramírez, K., & Pumisacho Álvaro, V. (2017). Prácticas de mejora continua, con enfoque Kaizen, en empresas del distrito metropolitano de Quito: Un estudio exploratorio. Intangible Capital, 13(2), 479. doi:10.3926/ic.901Daly, H. E. (1990). Toward some operational principles of sustainable development. Ecological Economics, 2(1), 1-6. doi:10.1016/0921-8009(90)90010-

Identification and Visualization of the Conceptual Structure and Main Research Themes of Studies in Informatics and Control Journal from 2008 to 2019

Studies in Informatics and Control journal is a quarterly publication for all those involved in the field of Information Technology (IT). Studies in Informatics and Control journal provides important perspectives on topics relevant to IT, with an emphasis on useful applications in the most important areas of IT, and it is aimed at advanced practitioners and researchers in the field of IT. The core subjects covered by Studies in Informatics and Control journal are relating to innovative research and practice in Information Technology: IT use in control and management systems; integration of IT with control; application of IT in socio-economic systems and manufacturing processes, mainly. The current research conducts a bibliometric performance and conceptual structure analysis of Studies in Informatics and Control journal from 2008 to 2019. Firstly, the journal performance is analysed according to the data retrieved from the Web of Science Core Collection, putting the focus on the productivity of the authors, citations, countries, organizations and most relevant publications. Finally, the conceptual structure of the journal is analysed with bibliometric software tool SciMAT, identifying the main thematic areas that have been the object of research, their composition, relationship and evolution during the period analysed

Intellectual Capital and Knowledge as a Competitive Advantage in Industry A Case Study of Algerian S.M.Es (Scimat)

The competitiveness of a cement factory depends on the intellectual capital(IC) resources and knowledge management of all the company, as well as on the ability to use them for competitiveness. But these days the use of the IC and knowledge is not optimal in Algerian enterprises because there is lack of methods and techniques which give managers some kind of advice how to use properly their own IC/knowledge potential-obviously maximizing advantages for this company.It is also the lack of research concerning what each components of both the structure of IC and knowledge influence on gaining competitive advantage and increasing value of the hole company. the intellectual capital created in the company could have higher efficiency if it is possible to identify all its components and to know the measurement methods. Also knowledge if used properly increases the value of the company.The aims of this article is not only to describe all aspects of IC and knowledge management but to present a practical approach to the effective use of both of them as applied in other companies. We also focus on some determinants of IC/knowledge to give some advices, for employers and employees, about the way they could increase the value of the company. A comprehensive model of efficiency of IC use which helps in creating values and building competitive advantage on a large industrial scale. Keywords: Intellectual capital-Knowledge management-efficiency-competitivety-Algerian SMEs. Mots clés: capital intellectual, gestion de connaissance, efficacité, compétitivité PME/PMI  ALGERIENNE

Information Management and Improvement of Citation Indices

Bibliometrics and citation analysis have become an important set of methods for library and information science, as well as an exceptional source of information and knowledge for many other areas. Their main sources are citation indices, which are bibliographic databases like Web of Science, Scopus, Google Scholar, etc. However, bibliographical databases lack perfection and standardization. There are several software tools that perform useful information management and bibliometric analysis importing data from them. A comparison has been carried out to identify which of them perform certain pre-processing tasks. Usually, they are not strong enough to detect all the duplications, mistakes, misspellings and variant names, leaving to the user the tedious and time-consuming task of correcting the data. Furthermore, some of them do not import datasets from different citation indices, but mainly from Web of Science (WoS). A new software tool, called STICCI.eu (Software Tool for Improving and Converting Citation Indices - enhancing uniformity), which is freely available online, has been created to solve these problems. STICCI.eu is able to do conversions between bibliographical citation formats (WoS, Scopus, CSV, BibTex, RIS), correct the usual mistakes appearing in those databases, detect duplications, misspellings, etc., identify and transform the full or abbreviated titles of the journals, homogenize toponymical names of countries and relevant cities or regions and list the processed data in terms of the most cited authors, journals, references, etc

Scoping Review on Research at the Boundary Between Learning and Working: A Bibliometric Mapping Analysis of the Last Decade

Context: The research field at the boundary between learning and working is multidimensional, fuzzy, dynamic, and characterized by high growth. A study that comprehensively maps and aggregates this research field is missing. Approach: Using tools of bibliometric analysis (bibliographic coupling, co-citation analysis and co-occurrence analysis), we map the research at the boundary between learning and working in a scoping review study. Our study considers peer-reviewed articles published between 2011 and 2020 and recorded in Scopus. In total, 5,474 articles are included in our analysis. Findings: Focusing on the intellectual structure of the research field, we identified the most publishing and most cited countries, journals, and authors, as well as latent collaborative networks among countries, journals, and authors. Furthermore, we used references and keywords to identify the conceptual structure of the research field and distinguished four types of conceptual clusters: motor clusters, highly developed and isolated clusters, emerging or declining clusters, and basic and transversal clusters.Conclusions: Research at the boundary between learning and working is highly parcelled out internationally. This scientific parcelling represents a disadvantage for exchanging ideas and accumulating knowledge. In addition to forming a parcelled field, a dividing line runs between centre, periphery and excluded countries and scientists. Especially scientists from developing countries and nations, economies in transition and those from post-conflict situations are excluded from the international discourse. This situation is more than just a disadvantage for the exchange of ideas and the accumulation of knowledge. Instead, there is a systematic bias in the research landscape here.

The Tipping Point in the Status of Socially Responsible Consumer Behavior Research? A Bibliometric Analysis

Looking at the impact of society on the environment or, as we write this manuscript in the midst of the COVID-19 crisis, the scenes of consumers hoarding products, we wonder if consumers really do exhibit socially responsible consumer behaviors (SRCB). An initial literature review showed that few studies have addressed this issue, which creates opportunities for the development of new research lines. Furthermore, no study had examined the conceptual evolution or whether SRCB is a developed or fragmented theme from an exhaustive compilation of all previous academic research. To address the proposed research questions, we conducted a bibliometric analysis applied to a corpus of manuscripts on SRCB indexed in the Web of Science (WoS) bibliographic database, from its inception in 1991 up to 2019. Co-word analysis provided a structure of conceptual sub-domains classified based on their density and centrality. In addition, thematic networks were extracted that showed the important associations between the main issues that the SRCB community has addressed, which enabled the authors to examine the subject’s intellectual structuring over almost three decades. The findings showed that the research, over time, has focused most on corporate social responsibility (CSR), this being a motor theme between 2013 and 2016. In general, SRCB has been a very fragmented field of study, however in the last three years, it has developed into a distinct entity; in the past, it was basically addressed through CSR. The most productive thematic areas during the last 30 years have been: (a) Research into consumer attitude, (b) research on CSR, and (c) research on social and sustainable consumption behavior. In response to calls for greater theoretical clarification of the SRCB discipline, the authors providing experts and novices with a better understanding of the current state of the art and suggest future research directions.The authors are grateful for the financial assistance provided via the ADEMAR research group (University of Granada) under the auspices of the Spanish National Research Programme (R+D+i Research Project ECO2017-88458-R)

Some bibliometric procedures for analyzing and evaluating research fields

Nowadays, measuring the quality and quantity of the scientific production is an important necessity since almost every research assessment decision depends, to a great extent, upon the scientific merits of the involved researchers. To do that, many different indicators have been proposed in the literature. Two main bibliometric procedures to explore a research field have been defined: performance analysis and science mapping. On the one hand, performance analysis aims at evaluating groups of scientific actors (countries, universities, departments, researchers) and the impact of their activity on the basis of bibliographic data. On the other hand, the extraction of knowledge from the intellectual, social or conceptual structure of a research field could be done by means of science mapping analysis based on bibliographic networks. In this paper, we introduce some of the most important techniques and software tools to analyze the impact of a research field and its scientific structures. Particularly, four bibliometric indices (h, g, hg and q2), the h-classics approach to identify the classic papers of a research field and three free science mapping software tools (CitNetExplorer, SciMAT and VOSViewer) are shown