Text mining for human resources competencies: Taiwan example

2019 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Chih-Hung Chung ◽  
Lu-Jia Chen
Keyword(s):  
Text Mining ◽  
Human Resources ◽  
Success Factors ◽  
Course Design ◽  
Data Sets ◽  
Job Market ◽  
Content Type ◽  
Entry Level ◽  
Critical Success ◽  
Job Advertisements

Purpose The purpose of this study is to explore the capabilities required by entry-level human resources (HR) professionals based on job advertisements by using text mining (TM) technique. Design/methodology/approach This study used TM techniques to explore the capabilities required by entry-level HR professionals based on job advertisements on HR agency 104’s website in Taiwan. Python was used to crawl the advertisements on the website, and 841 posts were collected. Next, the author used TM to explore and understand hidden trends and patterns in numerous data sets. Findings The results of this study revealed four critical success factors (specific skills, educational level, experience and specific capabilities), five clusters and ten classifications. Practical implications The results can aid HR curriculum developers and educators in customizing and improving HR education curricula, such that HR students can develop capabilities required to secure employment in the current HR job market. Originality/value Our results may facilitate the understanding of the current trends in the HR job market and provide useful suggestions to HR curriculum developers for improving training and professional course design, such that students’ competitiveness is enhanced and professional capabilities improved.

Critical review of literature on Lean Six Sigma methodology

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Anand S. Patel ◽  
Kaushik M. Patel
Keyword(s):  
Critical Review ◽  
Six Sigma ◽  
Success Factors ◽  
Lean Six Sigma ◽  
Research Field ◽  
Content Type ◽  
Entry Level ◽  
Critical Success ◽  
Six Sigma Methodology ◽  
Failure Factors

Purpose This paper aims to develop an initial understanding of the Lean Six Sigma methodology since its inception and examine the few Lean Six Sigma dimensions as a research domain through a critical review of the literature. Design/methodology/approach The paper is structured in two-part. The first part of the paper attempts to dwell on the evolution of the Lean Philosophy and Six Sigma methodology individually and the emergence of Lean Six Sigma methodology, covered under the Lean Six Sigma: a historical outline section. The second part of the study examines the dimensions associated with Lean Six Sigma such as frameworks, critical success factors, critical failure factors, type of industry, performance metric, year, publisher and journal, based on a total of 223 articles published in 72 reputed journals from the year 2000 to 2019 as a literature review. Findings The adoption of Lean Six Sigma, as a continuous improvement methodology, has grown enormously in the manufacturing and few service sectors such as health care and higher education during the past decade. The study revealed that researchers came out with conceptual frameworks for the implementation of Lean Six Sigma, whereas the validation through case studies seems to be lacking. The integration of Lean Six Sigma and other approaches with a focus on sustainability and the environment has emerged as a research field. A few of the most common critical success and failure factors were identified from the articles studied during the study. Research limitations/implications This paper may not have included some of the studies due to the inaccessibility and selection criteria followed for the study. Originality/value This paper will provide an initial introduction on Lean, Six Sigma and Lean Six Sigma and research insights Lean Six Sigma to beginners such as students, researchers and entry-level professionals.

Government-led critical success factors in PPP infrastructure development

2015 ◽  
Vol 5 (1) ◽  
pp. 121-134 ◽  
Author(s):  
Andreas Wibowo ◽  
Hans Wilhelm Alfen
Keyword(s):  
Critical Success Factors ◽  
Success Factors ◽  
Gap Analysis ◽  
Data Sets ◽  
Infrastructure Development ◽  
Content Type ◽  
Critical Success ◽  
International Investors ◽  
The Government ◽  
The Individual

Purpose – The purpose of this paper is to identify 30 government-led critical success factors (CSFs) from both the meso and micro levels in public-private partnership (PPP) infrastructure development, measured the importance of these factors, and evaluated the government performance within the Indonesian context. Design/methodology/approach – The authors used weighted gap analysis, the Mann-Whitney test, and the Holland and Copenhaver procedure to support the analysis. Findings – The agreement-adjusted mean scores suggest that the identified CSFs are essential, but that these CSFs underperform in Indonesia. The tests indicated that the gap between performance and importance was significant on both the individual and aggregate level, and no respondent-background bias was observed in the data sets. Practical implications – This paper provides valuable information for prospective international investors who might be interested in alternative PPP investment opportunities in Indonesia. Originality/value – This paper enriches the existing body of knowledge on Indonesia’s PPP activities. This is important as, despite the fact that Indonesia offers one of the largest opportunities in Asia for investment in the national infrastructure sector, studies on Indonesia’s PPPs are rarely reported in the literature. This paper also offers a simple, practical, and replicable approach with a sound theoretical basis that can assist governments in identifying and evaluating PPP-specific determinant factors under their control, as well as in measuring their performance on these factors.

Collaborative design in public services: a wicked problem-reframing case

2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Patrícia Moura e Sá ◽  
Catarina Frade ◽  
Fernanda Jesus ◽  
Mónica Lopes ◽  
Teresa Maneca Lima ◽  
...  
Keyword(s):  
Collaborative Design ◽  
Success Factors ◽  
Central Government ◽  
Wicked Problem ◽  
Low Density ◽  
Structured Interviews ◽  
Content Type ◽  
Critical Success ◽  
Definition Of ◽  
The Right

PurposeWicked problems require collaborative innovation approaches. Understanding the problem from the users' perspective is essential. Based on a complex and ill-defined case, the purpose of the current paper is to identify some critical success factors in defining the “right problem” to be addressed.Design/methodology/approachAn empirical research study was carried out in a low-density municipality (case study). Extensive data were collected from official databases, individual semi-structured interviews and a focus group involving citizens, local authorities, civil servants and other relevant stakeholders.FindingsAs defined by the central government, the problem to be addressed by the research team was to identify which justice services should be made available locally to a small- and low-density community. The problem was initially formulated using top-down reasoning. In-depth contact with citizens and key local players revealed that the lack of justice services was not “the issue” for that community. Mobility constraints and the shortage of economic opportunities had a considerable impact on the lack of demand for justice services. By using a bottom-up perspective, it was possible to reframe the problem to be addressed and suggest a new concept to be tested at later stages.Social implicationsThe approach followed called attention to the importance of listening to citizens and local organisations with a profound knowledge of the territory to effectively identify and circumscribe a local problem in the justice field.Originality/valueThe paper highlights the limitations of traditional rational problem-solving approaches and contributes to expanding the voice-of-the-customer principle showing how it can lead to a substantially new definition of the problem to be addressed.

Critical success factors for total quality management implementation and implications for sustainable academic libraries

2020 ◽  
Vol 41 (6/7) ◽  
pp. 545-563
Author(s):  
Edward Asante ◽  
Patrick Ngulube
Keyword(s):  
Quality Management ◽  
Total Quality Management ◽  
Academic Libraries ◽  
Critical Success Factors ◽  
Success Factors ◽  
Total Quality ◽  
University Libraries ◽  
Content Type ◽  
Critical Success ◽  
Technical University

PurposeThe purpose of this study is to investigate the critical success factors for total quality management implementation and implications for sustainable academic libraries in Ghana. This study is part of a PhD project that focussed on selected technical university libraries in Ghana.Design/methodology/approachThis study adopted a quantitative approach to collect the data. Samples of 124 participants were involved in this study. PLS-SEM (Smart PLS3) software was used to analyse the data. Convergent, discriminant validity assessment was computed. Eight variables of critical success factors were tested in relation to total quality management implementation at selected academic libraries in Ghana.FindingsThis study established that out of the eight variables tested, six of them (i.e. top management commitment, employee innovation employee training, organisational culture, teamwork and effective communication, quality performance) indicated a significant positive relationship with total quality management implementation apart from strategic planning and human resource management.Research limitations/implicationsThis study was limited to eight variables as the critical success factors mentioned in the previous paragraph. The use of one methodology might be a limitation as the use of multimethod might have given a more comprehensive picture than the case. This study was limited to only technical university libraries in Ghana hence caution must be exercised when applying the results to contextually different academic environments. The results are applicable to academic universities library in Ghana and beyond if they are adjusted to suit the context.Practical implicationsThis study is timely as it may lead to effective total quality management implementation and the sustainability of technical university libraries in Ghana and Africa in general.Originality/valueThe proposed model can be used to enhance the smooth implementation of total quality management in academic libraries in general and Ghana in particular. The framework is termed as Eddie and Pat's Achievement of Quality Performance (EPAfQP) model.

Knowledge management

2014 ◽  
Vol 14 (1) ◽  
pp. 108-134 ◽  
Author(s):  
Morteza Shokri-Ghasabeh ◽  
Nicholas Chileshe
Keyword(s):  
Knowledge Management ◽  
Success Factors ◽  
Research Study ◽  
South Australia ◽  
Lessons Learned ◽  
Extensive Literature ◽  
Management Support ◽  
Content Type ◽  
Critical Success ◽  
Methodological Triangulation

Purpose – A research study has been undertaken at the University of South Australia to introduce application of lessons learned process in construction contractors ' bidding process in the context of knowledge management. The study aims to identify barriers to effectively capture lessons learned in Australian construction industry and how knowledge management can benefit from lessons learned application. Design/methodology/approach – The research study has been undertaken through conducting a “methodological triangulation” and “interdisciplinary triangulation”. This involved an extensive literature review of knowledge management, organisation learning, lessons learned and associated processes and administration of a questionnaire to a sample of construction contractors operating in Australia to elicit opinions on the main barriers to capturing lessons learned, practices such as existence and retention of documentation procedures. A total of 81 useable responses were received from 450 organisations. Response data were subjected to descriptive and inferential statistics with correlation analysis to examine the strength of relationship among the barriers. Findings – The top-3 barriers to the effective capturing of lessons learned were “lack of employee time”, “lack of resources” and “lack of clear guidelines”, whereas, “lack of management support” was the least ranked barrier. The study established that despite the majority of the ACCs having formal procedures for recording the tenders submitted and their outcomes, only a minority actually retained the lessons learned documentation for each project. The larger contractors were found to be more aware of the importance of lessons learned documentation. A comparative analysis with previous studies also found a disparity in the ranking of the barriers. Research limitations/implications – The majority of the participants were small construction contractors in Australia. The reason is that the researchers were not aware of the contractors ' size prior to inviting them for participation in the research study. Second the findings may not generalize to other industries or to organisations operating in other countries. Originality/value – The findings of this survey help ACCs to understand the importance of lessons learned documentation as part of lessons learned implementation and identify the barriers to effectively document their lessons learned. The study provides insights on the barriers and proposes advocated solutions in form of drivers and enablers (critical success factors) of organisational learning capturing among the Australian construction contractors. By reviewing the current literature, “post-project reviews” and “lessons learned” as important elements of organisation learning knowledge transfer, are addressed. Finally, contribution of this study to knowledge and practice has been discussed in this paper.

Critical success factors of Lean Six Sigma deployment: a current review

2015 ◽  
Vol 6 (4) ◽  
pp. 339-348 ◽  
Author(s):  
Fairul Anwar Abu Bakar ◽  
Khairanum Subari ◽  
Mohd Amran Mohd Daril
Keyword(s):  
Six Sigma ◽  
Critical Success Factors ◽  
Success Factors ◽  
Lean Six Sigma ◽  
Success Story ◽  
Content Type ◽  
Critical Success ◽  
Improvement Methodologies ◽  
Practical Implications ◽  
A Current

Purpose – The purpose of this paper is to review and gather the latest critical success factors (CSF) of Lean Six Sigma (LSS) deployment and implementation into a comprehensive list of factors. Design/methodology/approach – The approach taken by authors in this study was to analyze the latest literature review starting 2010 onwards and focus on CSFs of LSS (not dedicated as Lean or Six Sigma) by excluding other improvement methodologies or initiatives, e.g. Lean, Six Sigma, TQM, TRIZ etc. Findings – Five significant CSFs were identified (initially 97 CSFs listed from 13 papers) out of nine groups/headers listed in clustering analysis using Affinity Diagram tool and new headers mapping. Practical implications – Most of the organisations were aware of the success story on LSS, but did not scrutinize or consider its CSFs. By knowing the outcome of this paper, it can help open eyes regarding readiness before implementing LSS. Originality/value – At the end of this paper, the authors tried to cluster the CSFs similarities that could intentionally provide the guidelines and references to industries/companies for successful deployment and implementation of LSS in future endeavours.

Exploring critical success factors (CSFs) of humanitarian supply chain management (HSCM) in flood disaster management (FDM)

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Isaac Sakyi Damoah
Keyword(s):  
Supply Chain ◽  
Supply Chain Management ◽  
Disaster Management ◽  
Success Factors ◽  
Flood Disaster ◽  
Chain Management ◽  
Content Type ◽  
Humanitarian Operations ◽  
Critical Success ◽  
Humanitarian Supply Chain

PurposeThis study explores the critical success factors (CSFs) in humanitarian supply chain management (HSCM) by focussing on flood disaster management (FDM) in Ghana.Design/methodology/approachAn in-depth semi-structured interview and questionnaire surveys in a sequential data collection approach were used to collect data from definitive stakeholders of humanitarian organisations. The data was analysed using exploratory factor analysis (EFA), confirmatory factors analysis (CFA) and structural equation modelling (SEM) techniques.FindingsSeventy-four factors were identified as success factors of HSCM of flood disaster management. However, 41 of these factors were statistically significant and considered as critical. In descending order, these factors relate to management practices, education and training, stakeholder involvement and cooperation, infrastructure, innovation and technology, materials and resources, administrative practices, socio-cultural and economic. Whilst some factors are internal to the humanitarian organisations, others are external factors that are beyond the control of humanitarian organisations.Research limitations/implicationsEven though this study offers empirical results that could guide policymakers in their decision-making about humanitarian operations, care needs to be taken since the data is within one country and within a specific disaster context – hence, policymakers need to consider the local contextual dynamics. Future studies could look at different disasters context to make a comparative analysis of various types of disaster operations.Practical implicationsInstitutions such as World Health Organization, Red Cross organisations and UN seeking to curbs global-warming-related disasters and the reduction of the effects of flood disaster can use findings as a guide during the formulation of HSCM policies and strategies.Originality/valueUnlike previous studies of humanitarian operations that focussed extensively on theoretical expositions, simulations, conceptual frameworks and models, this present study offers empirical evidence of humanitarian operations in the context of SCM. Further, by highlighting on the HSCM CSFs, this study contributes to disaster reduction and their effects on humanity in the context of FDM. This research could be used as guide by governments and FDM organisations to make informed decisions on SCM areas to focus the most during FDM.

Success and failure factors in implementing quality management systems in small- and medium-sized enterprises: a mixed-method study

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Mohammad Mehrabioun Mohammadi ◽  
Ali Jalali ◽  
Arezoo Hasani
Keyword(s):  
Quality Management ◽  
Mixed Method ◽  
Success Factors ◽  
Management Systems ◽  
Group Meeting ◽  
Quality Management Systems ◽  
Content Type ◽  
Critical Success ◽  
Focus Group Meeting ◽  
Failure Factors

PurposeThis manuscript concentrates on addressing the success and failure factors to satisfy the small- and medium-sized enterprises (SMEs) need when facing challenges during the implementation of the quality management systems (QMSs) such as lack of both the financial and human resources and inadequate technical knowledge of quality management and employee indifference.Design/methodology/approachThis research employs a mixed-method research approach in three different steps. First, based on interviews and a review of previous research, a list of critical factors influencing the success and failure of QMS implementation in SMEs is provided. After conducting the interview and extracting the results, a quantitative questionnaire is recruited as a complementary tool to demonstrate the accuracy of the literature review and interview findings and to increase the validity and reliability of the data. By applying the exploratory factor analysis (EFA) method, the factors affecting the failure and success of QMS implementation are identified separately. In the third step, a focus group meeting is used to name the factors and identify the relationships among them. The relationships among the factors are also shown using the concept map. Finally, after conducting the focus group meeting, several key issues have been extracted from practice and literature to realize the critical success and failure factors.FindingsThe current study reveals that the factors supporting the SMEs during the implementation of the QMSs may be classified into nine groups. Of these, six factors are related to critical success factors (CSFs), and three factors are related to critical failure factors (CFFs).Originality/valueThere have been several studies developed and conducted to address the success factors supporting the QMSs in SMEs. However, the scope of these studies has only been set on either qualitative or quantitative approaches. Hence, the proposed method presented in this essay, which is, in turn, a new contribution, attempts to use a combined approach based on both the semistructured interviews and survey methods. The results of this study can be used as a reference by scholars and practitioners to identify the relevant issues of QMSs and their application in SMEs.

Quality 4.0 conceptualisation and theoretical understanding: a global exploratory qualitative study

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Jiju Antony ◽  
Olivia McDermott ◽  
Michael Sony
Keyword(s):  
Critical Success Factors ◽  
Success Factors ◽  
Full Range ◽  
Senior Management ◽  
Successful Implementation ◽  
Motivating Factors ◽  
Theoretical Understanding ◽  
Content Type ◽  
Critical Success ◽  
Management Professionals

PurposeQuality 4.0 has a unique potential to create a competitive advantage for organisations by improving customer experience and enhancing profitability. The purpose of this study is to examine Quality 4.0, the9; benefits, motivating factors, critical success factors and the skills required by quality professionals in the successful implementation of Quality 4.0. The study also investigates the organisational readiness factors9 and challenges that need to be addressed before Quality 4.0 adoption and assess their importance.Design/methodology/approachA qualitative interview approach was utilised by interviewing a panel of senior management, engineering and continuous improvement (CI); professionals working in leading companies in Asia, Europe and America who are currently deploying Quality 4.0.FindingsThis study provides a theoretical base for the Quality 4.0 body of knowledge in terms of an organisation’s adoption and overcoming implementation challenges and providing examples of Quality 4.0 application. Organisations can use this study to understand what Quality 4.0 means to industry, the benefits and motivating factors for implementing, the Critical Success Factors, challenges, the organisational readiness factors and the role of leadership in a Quality 4.0 deployment. In addition, the study looks at the skills required by future Quality 4.0 professionals in terms of hard skills, soft skills and a curriculum for educating future quality management professionals. The respondents cited that predictive analytics, sensors and tracking, and electronic feedback loops are the most critical technologies for driving Quality 4.0.Research limitations/implicationsOne of the limitations of this research was that as this area is a nascent area the researchers were limited in their literature review. The second limitation was that the study was based on 12 interviews. A more comprehensive longitudinal study would yield more data so that better and robust conclusions can be derived from the study.Originality/valueThis is the first empirical study on Quality 4.0, which captures the viewpoints of senior management professionals on a full range of topics related to Quality 4.0 motivation for deployment, implementation and readiness for its adoption.

Identify critical success factors to implement integrated green and Lean Six Sigma

2018 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Mrigendra Nath Mishra
Keyword(s):  
Six Sigma ◽  
Critical Success Factors ◽  
Success Factors ◽  
Comparative Investigation ◽  
Subject Area ◽  
Lean Six Sigma ◽  
Lean Management ◽  
Content Type ◽  
Critical Success ◽  
The Subject

Purpose The purpose of this paper is analysis of Green and Lean Six Sigma, based on the success factors in its use through a well thought-out literature review, is being planned; a framework has been integrated in a productive manner with the Green and Lean and Six Sigma methods so as to incorporate and actualize the execution. Design/methodology/approach The methodology consists of comparative investigation of Green, Lean management and Six Sigma using open written work, essential analysis at data and master experience of the researchers. To achieve this goal, a significant review of the existing literature of the subject area has been done to prepare a framework in view of the critical success factors. A study was arranged and flowed survey from various businesses utilizing John’s Macintosh Project (JMP) statistical software. Findings The paper establishes the distinguishing proof of five success factors with their situational importance and shows that the integrated Green and Lean Six Sigma can drive the organizations to optimize their resources and cost of services or productions. Practical implications A Green and Lean Six Sigma organization would take profits by the use of the proposed framework in an alternate extent of organizations should be dynamic. The organizations should assess their shortcomings and qualities, set needs and perceive objectives for fruitful implementation. Originality/value Suggestions are being made regarding thoughts and methods that would constitute a Green and Lean Six Sigma organization. The suggested framework compare the method for improvements that may occur in organizations while implementation of the Green and Lean management or Six Sigma.

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