Valuing prior learning

2019 ◽  
Vol 44 (2/3) ◽  
pp. 209-235
Author(s):  
Florian Fahrenbach ◽  
Kate Revoredo ◽  
Flavia Maria Santoro
Keyword(s):  
Text Mining ◽  
Professional Competence ◽  
Design Science ◽  
Theoretical Models ◽  
Semantic Content ◽  
Prior Learning ◽  
Content Type ◽  
Learning Procedure ◽  
Information And Communication ◽  
Curriculum Vitae

Purpose This paper aims to introduce an information and communication technology (ICT) artifact that uses text mining to support the innovative and standardized assessment of professional competences within the validation of prior learning (VPL). Assessment means comparing identified and documented professional competences against a standard or reference point. The designed artifact is evaluated by matching a set of curriculum vitae (CV) scraped from LinkedIn against a comprehensive model of professional competence. Design/methodology/approach A design science approach informed the development and evaluation of the ICT artifact presented in this paper. Findings A proof of concept shows that the ICT artifact can support assessors within the validation of prior learning procedure. Rather the output of such an ICT artifact can be used to structure documentation in the validation process. Research limitations/implications Evaluating the artifact shows that ICT support to assess documented learning outcomes is a promising endeavor but remains a challenge. Further research should work on standardized ways to document professional competences, ICT artifacts capture the semantic content of documents, and refine ontologies of theoretical models of professional competences. Practical implications Text mining methods to assess professional competences rely on large bodies of textual data, and thus a thoroughly built and large portfolio is necessary as input for this ICT artifact. Originality/value Following the recent call of European policymakers to develop standardized and ICT-based approaches for the assessment of professional competences, an ICT artifact that supports the automatized assessment of professional competences within the validation of prior learning is designed and evaluated.

scholarly journals Empowering front office employees with counseling affordances

2015 ◽  
Vol 9 (4) ◽  
pp. 517-544 ◽  
Author(s):  
Tobias Giesbrecht ◽  
Birgit Schenk ◽  
Gerhard Schwabe
Keyword(s):  
Information And Communication Technology ◽  
Communication Technology ◽  
Design Science ◽  
Science Research ◽  
Structured Interviews ◽  
Content Type ◽  
Information And Communication ◽  
German City ◽  
Role Of Information

Purpose – The purpose of this paper is to investigate the face-to-face citizen service encounter in public administrations’ front offices, and present a novel qualification approach to empower service personnel on-the-job, and thereby deepen the knowledge on the role of information and communication technology for advancing governmental reforms. Design/methodology/approach – The presented study follows a design science research methodology, conducted in collaboration with the public administration of a major German city. Data were collected using multiple quantitative and qualitative methods, including questionnaires, semi-structured interviews and video analysis. Findings – A novel on-the-job qualification approach for empowering public employees in their job-related skills, building on the concept of affordances, is developed. Thereto, six design principles for equipping artifacts with counseling affordances are presented. Evaluations in real-world environments provide first evidence that “learning with counseling affordances” constitutes an effective qualification measure to initiate experiential learning on-the-job, helping employees in the resource-restricted work environment of public front offices to obtain the skills to provide superior advisory services. Research limitations/implications – The “learning with counseling affordances” approach was developed in collaboration with an individual major German city and the paper provides first evidence of its effectiveness and suitability. Hence, the study’s insights should be approved by further research to strengthen generalizability. Originality/value – The paper highlights the previously neglected aspects of employee’s skills and qualification for promoting governmental transformation. By highlighting the beneficial relationship between affordances and on-the-job learning, the paper provides novel insights on the role of information and communication technology to promote governmental transformation.

scholarly journals A design science approach to developing and evaluating items for the assessment of transversal professional competences

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Florian Fahrenbach
Keyword(s):  
Language Proficiency ◽  
Design Science ◽  
Science Research ◽  
Participatory Development ◽  
Assessment Instrument ◽  
Prior Learning ◽  
Self Assessment ◽  
Content Type ◽  
Occupational Information Network ◽  
Multi Stakeholder

PurposeRelying on a design science paradigm, the purpose of this paper is to describe the development and evaluation of items for an ICT artefact that supports the assessment of transversal professional competences within the validation of prior learning (VPL). To do so, the authors build a conceptual bridge between the Occupational Information Network (O*NET) and the European Qualifications Framework (EQF).Design/methodology/approachDesign science research paradigm, in particular the participatory development of candidate items and their evaluation in a multi-stakeholder approach.FindingsThe authors find that a self-assessment of professional competences should be comprised of 160 items in order to cover the breadth and depth of the O*NET in the hierarchical taxonomy. Such quantity of items sufficiently builds a conceptual bridge between the O*NET and the; EQF.Practical implicationsWhen designing procedures for the VPL, it is imperative to bear in mind the purpose of the validation procedure, in order to determine relevant stakeholders and their needs in advance as well as the; required language proficiency of the assessment instrument.Social implicationsThe innovative value of this approach lies in the combination of an underlying hierarchical taxonomy with assessment items that are developed based on the qualification standards of different Austrian professions. Together with specific verbs that were adapted for each particular item, an innovative self-assessment is proposed. Thereby the authors aim to account for some of the mentioned shortcomings of the EQF.Originality/valueThis paper applies a design science paradigm to develop an ICT artefact that should support the VPL. By reflecting on the design process, the authors introduce a theoretical bridge between the O*NET and the EQF. Thereby the authors aim to account for some of the mentioned shortcomings of the EQF.

scholarly journals An academic perspective on the entrepreneurship policy agenda: themes, geographies and evolution

2019 ◽  
Vol 9 (1) ◽  
pp. 65-93 ◽  
Author(s):  
Alberto Arenal ◽  
Claudio Feijoo ◽  
Ana Moreno ◽  
Cristina Armuña ◽  
Sergio Ramos
Keyword(s):  
Text Mining ◽  
Research Agenda ◽  
Academic Research ◽  
Policy Research ◽  
Policy Agenda ◽  
The European Union ◽  
Entrepreneurship Policy ◽  
Research Activity ◽  
Content Type ◽  
And Shifts

Purpose Academic research into entrepreneurship policy is particularly interesting due to the increasing relevance of the topic and since knowledge about the evolution of themes in this field is still rather limited. The purpose of this paper is to analyse the key concepts, topics, trends and shifts that have shaped the entrepreneurship policy research agenda during the period 1990–2016. Design/methodology/approach This paper uses text mining techniques, cluster analysis and complementary bibliographic data to examine the evolution of a corpus of 1,048 academic papers focused on entrepreneurship-related policies and published during the period 1990–2016 in ten relevant journals. In particular, the paper follows a standard text mining workflow: first, as text is unstructured, content requires a set of pre-processing tasks and then a stemming process. Then, the paper examines the most repeated concepts within the corpus, considering the whole period 1990–2016 and also in five-year terms. Finally, the paper conducts a k-means clustering to divide the collection of documents into coherent groups with similar content. The analyses in the paper also include geographical particularities considering three regional sub-corpora, distinguishing those articles authored in the European Union (EU), the USA and South and Eastern Asia, respectively. Findings Results of the analysis show that inclusion, employment and regulation-related papers have largely dominated the research in the field, evolving from an initial classical approach to the relationship between entrepreneurship and employment to a wider, multidisciplinary perspective, including the relevance of management, geographies and narrower topics such as agglomeration economics or internationalisation instead of the previous generic sectorial approaches. The text mining analysis also reveals how entrepreneurship policy research has gained increasing attention and has become both more open, with a growing cooperation among researchers from different affiliations, and more sophisticated, with concepts and themes that moved the research agenda forward, closer to the priorities of policy implementation. Research limitations/implications The paper identifies main trends and research gaps in the field of entrepreneurship policy providing actionable knowledge by presenting the spectrum of both over-explored and understudied research themes in the field. In practical terms the results of the text mining analysis can be interpreted as a compass to navigate the entrepreneurship policy research agenda. Practical implications The paper presents the heterogeneity of topics under research in the field, reinforcing the concept of entrepreneurship as a multidisciplinary and dynamic domain. Therefore, the definition and adoption of a certain policy agenda in entrepreneurship should consider multiple aspects (needs, objectives, stakeholders, expected outputs, etc.) to be comprehensive and aligned with its complexity. In addition, the paper shows how text mining techniques could be used to map the research activity in a particular field, contributing to the challenge of linking research and policy. Originality/value The exploratory nature of text mining allows us to obtain new knowledge and reveals hidden patterns from large quantities of documents/text data, representing an opportunity to complement other qualitative reviews. In this sense, the main value of this paper is not to advise on the future configuration of entrepreneurship policy as a research topic, but to unwrap the past by unveiling how key themes of the entrepreneurship policy research agenda have emerged, evolved and/or declined over time as a foundation on which to build further developments.

From digital citizen to digital professional

Kybernetes ◽  
2019 ◽  
Vol 48 (7) ◽  
pp. 1463-1477
Author(s):  
Olga Marino ◽  
Jaime Andres Gutierrez ◽  
Sandra Aguirre
Keyword(s):  
Information And Communication Technologies ◽  
Communication Technologies ◽  
Cutting Edge ◽  
Case Study Methodology ◽  
Content Type ◽  
Innovative Strategy ◽  
Global Issues ◽  
Wide Range ◽  
Information And Communication ◽  
Teaching Learning

Purpose This paper aims to propose and evaluate a pedagogically sound and innovative strategy to teach a higher education course that prepares future professionals to intelligently use information and communication technologies (ICTs) in their personal and professional lives. Design/methodology/approach The conceptual framework used for the design of the course was the socio-constructivism and activity theories. The implementation of the course was evaluated using the intrinsic case study methodology by including several instruments. Findings The pedagogical strategy proposed proved to be sound, as the evaluation showed that students were able to describe, use and propose innovative uses of a wide range of cutting-edge technologies in their both everyday lives and professional settings; they also had the skills to analyse the opportunities and challenges that these presented. Moreover, students liked this innovative way of learning and ended with a positive attitude towards ICT. Originality/value Although several courses prepare students to be digital citizens or use ICT to enhance the teaching-learning process, millennials are ill prepared to use cutting-edge technologies in an innovative, responsible and critical way in their future professions. The course that was designed is original in that it goes beyond preparing digital citizens to prepare professionals in any domain to use ICT in an informed and responsible way. Moreover, it is a documented, successful example of an undergraduate universal course in a highly important current society dimension. The authors believe that its pedagogical proposal could be transferred to courses dealing with other global issues such as the environment, economy and peace.

ICT and sustainable tourism development: an innovative perspective

2014 ◽  
Vol 5 (1) ◽  
pp. 2-16 ◽  
Author(s):  
Alisha Ali ◽  
Andrew J. Frew
Keyword(s):  
Technology Acceptance ◽  
Online Survey ◽  
Sustainable Tourism ◽  
Structured Interviews ◽  
Content Type ◽  
Sustainable Tourism Development ◽  
Stakeholder Relationships ◽  
Tourism Product ◽  
Electronic Distribution ◽  
Information And Communication

Purpose – The aim of this research is to foreground information and communication technology (ICT) as an innovative approach for sustainable tourism (ST) development of destinations. ICT is the technology required for information processing which facilitates data processing, information sharing, communication, searching and selection. This paper concentrates on the Abernathy and Clark model and its usefulness in applying ICT as innovative in managing ST. Design/methodology/approach – An online survey was administered to destination managers and to eTourism experts. Destination managers were selected as they were identified as the person responsible for the overall management of a Destination Management Organisation. eTourism experts were identified as someone who possesses special expertise, knowledge and skills on ICT applications to tourism and offered expertise on which ranged from such areas as electronic distribution, recommender systems, user-generated content, online communities, mobile technology, technology acceptance, tourism networks and Web 2.0. This was followed by semi-structured interviews. Findings – These ICT tools were found to be innovative for information management and distribution for critical decision-making. Innovation was fostered through the use of ICT for ST by leading to a better understanding of the tourism product, monitoring, measuring and evaluating, forecasting trends, developing partnerships and engaging and supporting stakeholder relationships. ICT would provide novel ways of approaching marketing, energy monitoring, waste management, and communication for destinations. Originality/value – This research is important in demonstrating the value that technology can have to ST and further develops the work on tourism innovation theory.

Twiga Hosting Ltd – providing affordable information and communication technologies services to small and medium enterprises

2011 ◽  
Vol 1 (4) ◽  
pp. 1-16
Author(s):  
Juma James Masele
Keyword(s):  
Information And Communication Technologies ◽  
Undergraduate Students ◽  
Success Factors ◽  
Small And Medium Enterprises ◽  
Innovation Management ◽  
Communication Technologies ◽  
Subject Area ◽  
Content Type ◽  
Information And Communication ◽  
Medium Enterprises

TitleTwiga Hosting Ltd – providing affordable information and communication technologies services to small and medium enterprises.Subject areaThe case describes the launch of Twiga Hosting Ltd, a company providing information and communication technology (ICT) services to the underserved small and medium enterprise (SME) sector in Tanzania and in a many countries in Africa.Study level/applicabilityThis case targets a range of audience from undergraduate students taking both Bachelor of Commerce and those taking Bachelor of Business Administration; and Postgraduate students taking business‐related courses. Nonetheless, the case may be used by all other learners of advanced studies in entrepreneurship and innovation management.Case overviewThe case addresses a number of issues including: Issues to be considered when starting an ICT enterprise. Strategic management. Business revenue models.Expected learning outcomes To impart/inculcate entrepreneurial insights in ICT and related areas. To make learners aware of the business growth opportunities in ICT ventures. The success factors for fruitful ICT ventures. To enable learners to identify challenges facing entrepreneurs in ICT ventures and the ways to overcome them.Supplementary materialsTeaching notes.

An investigation of trust in e-banking

2015 ◽  
Vol 38 (12) ◽  
pp. 1267-1284 ◽  
Author(s):  
Chian-Son Yu ◽  
Mehdi Asgarkhani
Keyword(s):  
Significant Influence ◽  
Holistic View ◽  
Banking Services ◽  
Content Type ◽  
Empirical Results ◽  
Other Information ◽  
Information And Communication ◽  
Structural Assurance ◽  
Antecedents And Consequences ◽  
Academic Implications

Purpose – The purpose of this paper is to understand the connection among trust’s antecedents, dimensions and consequences in the context of e-banking. Design/methodology/approach – A survey of 510 and 122 respondents in Taiwan and New Zealand (NZ), respectively, was conducted. Findings – The empirical results indicate that, first, not all trusts’ precursors the authors considered have significant influence on generating consumers’ trust and, second, that influential weights of these precursors on building consumer trust vary across consumers and cultures. Meanwhile, all factors on the e-banking side hold greatly significant influence on consumers’ trust in both NZ and Taiwan cases. Research limitations/implications – Practical and academic implications culled from the empirical results are discussed, and these implications may also be applicable to other information and communication technology (ICT) solutions and innovation banking services. Practical implications – Before banks shift their focus on to trust resources of consumer side, banks are advised to create clients’ trust from e-banking side, such as situational normality and structural assurance. Originality/value – This paper takes a holistic view to investigate the links between trust’s dimensions, antecedents and consequences in a single research structure, and the implications may also be applicable to other ICT solutions and innovative banking services.

A fuzzy rule-based system to assess e-government technical interoperability maturity level

2014 ◽  
Vol 8 (3) ◽  
pp. 335-356 ◽  
Author(s):  
Andreiwid Sheffer Corrêa ◽  
Alexandre de Assis Mota ◽  
Lia Toledo Moreira Mota ◽  
Pedro Luiz Pizzigatti Corrêa
Keyword(s):  
Fuzzy Rule ◽  
Assessment Process ◽  
Maturity Model ◽  
Maturity Level ◽  
Rule Based ◽  
Content Type ◽  
Management Level ◽  
Rule Based System ◽  
Brazilian Government ◽  
Information And Communication

Purpose – The purpose of this study is to present a system called NEBULOSUS, which is a fuzzy rule-based expert system for assessing the maturity level of an agency regarding technical interoperability. Design/methodology/approach – The study introduces the use of artificial intelligence and fuzzy logic to deal with the imprecision and uncertainty present in the assessment process. To validate the system proposed and demonstrate its operation, the study takes into account the Brazilian technical interoperability maturity model, based on the Brazilian Government Interoperability Framework (GIF). Findings – With the system proposed and its methodology, it could be possible to increase the assessment process to management level and to provide decision-making support without worrying about technical details that make it complex and time-consuming. Moreover, NEBULOSUS is a standalone system that offers an easy-to-use, open and flexible structuring database that can be adapted by governments throughout the world. It will serve as a tool and contribute to governments’ expectations for continuous improvement of their technologies. Originality/value – This study contributes toward filling a gap in general interoperability architectures, which is a means to provide an objective method to evaluate GIF adherence by governments. The proposed system allows governments to configure their technical models and GIF to assess information and communication technology resources.

scholarly journals Value-driven engineering of E-maintenance platforms

2014 ◽  
Vol 25 (4) ◽  
pp. 568-598 ◽  
Author(s):  
Marco Macchi ◽  
Adolfo Crespo Márquez ◽  
Maria Holgado ◽  
Luca Fumagalli ◽  
Luis Barberá Martínez
Keyword(s):  
Information And Communication Technologies ◽  
Cost Benefit ◽  
Communication Technologies ◽  
Industrial Applications ◽  
Maintenance Management ◽  
Content Type ◽  
Positive Effects ◽  
A Value ◽  
New Information ◽  
Information And Communication

Purpose – The purpose of this paper is to propose a methodology for the engineering of E-maintenance platforms that is based on a value-driven approach. Design/methodology/approach – The methodology assumes that a value-driven engineering approach would help foster technological innovation for maintenance management. Indeed, value-driven engineering could be easily adopted at the business level, with subsequent positive effects on the industrial applications of new information and communication technologies solutions. Findings – The methodology combines a value-driven approach with the engineering in the maintenance scope. The methodology is tested in a manufacturing case to prove its potential to support the engineering of E-maintenance solutions. In particular, the case study concerns the investment in E-maintenance solutions developed in the framework of a Supervisory Control and Data Acquisition system originally implemented for production purposes. Originality/value – Based on literature research, the paper presents a methodology that is implemented considering three different approaches (business theories, value-driven engineering and maintenance management). The combination of these approaches is novel and overcomes the traditional view of maintenance as an issue evaluated from a cost-benefit perspective.

Blockchain as supply chain technology: considering transparency and security

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Pei Xu ◽  
Joonghee Lee ◽  
James R. Barth ◽  
Robert Glenn Richey
Keyword(s):  
Supply Chain ◽  
Text Mining ◽  
Information Security ◽  
Design Methodology ◽  
Use Cases ◽  
Future Research ◽  
Content Type ◽  
Blockchain Technology ◽  
Twitter Data ◽  
The Way

PurposeThis paper discusses how the features of blockchain technology impact supply chain transparency through the lens of the information security triad (confidentiality, integrity and availability). Ultimately, propositions are developed to encourage future research in supply chain applications of blockchain technology.Design/methodology/approachPropositions are developed based on a synthesis of the information security and supply chain transparency literature. Findings from text mining of Twitter data and a discussion of three major blockchain use cases support the development of the propositions.FindingsThe authors note that confidentiality limits supply chain transparency, which causes tension between transparency and security. Integrity and availability promote supply chain transparency. Blockchain features can preserve security and increase transparency at the same time, despite the tension between confidentiality and transparency.Research limitations/implicationsThe research was conducted at a time when most blockchain applications were still in pilot stages. The propositions developed should therefore be revisited as blockchain applications become more widely adopted and mature.Originality/valueThis study is among the first to examine the way blockchain technology eases the tension between supply chain transparency and security. Unlike other studies that have suggested only positive impacts of blockchain technology on transparency, this study demonstrates that blockchain features can influence transparency both positively and negatively.

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