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1 – 10 of 10Stratos Moschidis, Angelos Markos and Dimosthenis Ioannidis
The purpose of this paper is to develop a software-library in the R programming language that implements the concepts of the interpretive coordinate, interpretive axis and…
Abstract
Purpose
The purpose of this paper is to develop a software-library in the R programming language that implements the concepts of the interpretive coordinate, interpretive axis and interpretive plane. This allows for the automatic and reliable interpretation of results from the multiple correspondence analysis (MCA) as previously proposed and published. Consequently, the users can seamlessly apply these concepts to their data, both via R commands and a corresponding graphical interface.
Design/methodology/approach
Within the context of this study, and through extensive literature review, the advantages of developing software using the Shiny library were examined. This library allows for the development of full-stack applications for R users without the need for knowledge of the corresponding technologies required for the development of complex applications. Additionally, the structural components of a Shiny application were presented, leading ultimately to the proposed software application.
Findings
Software utilizing the Shiny library enables nonexpert developers to rapidly develop specialized applications, either to present or to assist in the understanding of objects or concepts that are scientifically intriguing and complex. Specifically, with this proposed application, the users can promptly and effectively apply the scientific concepts addressed in this study to their data. Additionally, they can dynamically generate charts and reports that are readily available for download and sharing.
Research limitations/implications
The proposed package is an implementation of the fundamental concepts of the exploratory MCA method. In the next step, discoveries from the geometric data analysis will be added as features to provide more comprehensive information to the users.
Practical implications
The practical implications of this work include the dissemination of the method’s use to a broader audience. Additionally, the decision to implement it with open-source code will result in the integration of the package’s functions by other third-party user packages.
Originality/value
The proposed software introduces the initial implementation of concepts such as interpretive coordination, the interpretive axis and the interpretive plane. This package aims to broaden and simplify the application of these concepts to benefit stakeholders in scientific research. The software can be accessed for free in a code repository, the link to which is provided in the full text of the study.
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Stratos Moschidis, Angelos Markos and Athanasios C. Thanopoulos
The purpose of this paper is to create an automatic interpretation of the results of the method of multiple correspondence analysis (MCA) for categorical variables, so that the…
Abstract
Purpose
The purpose of this paper is to create an automatic interpretation of the results of the method of multiple correspondence analysis (MCA) for categorical variables, so that the nonexpert user can immediately and safely interpret the results, which concern, as the authors know, the categories of variables that strongly interact and determine the trends of the subject under investigation.
Design/methodology/approach
This study is a novel theoretical approach to interpreting the results of the MCA method. The classical interpretation of MCA results is based on three indicators: the projection (F) of the category points of the variables in factorial axes, the point contribution to axis creation (CTR) and the correlation (COR) of a point with an axis. The synthetic use of the aforementioned indicators is arduous, particularly for nonexpert users, and frequently results in misinterpretations. The current study has achieved a synthesis of the aforementioned indicators, so that the interpretation of the results is based on a new indicator, as correspondingly on an index, the well-known method principal component analysis (PCA) for continuous variables is based.
Findings
Two (2) concepts were proposed in the new theoretical approach. The interpretative axis corresponding to the classical factorial axis and the interpretative plane corresponding to the factorial plane that as it will be seen offer clear and safe interpretative results in MCA.
Research limitations/implications
It is obvious that in the development of the proposed automatic interpretation of the MCA results, the authors do not have in the interpretative axes the actual projections of the points as is the case in the original factorial axes, but this is not of interest to the simple user who is only interested in being able to distinguish the categories of variables that determine the interpretation of the most pronounced trends of the phenomenon being examined.
Practical implications
The results of this research can have positive implications for the dissemination of MCA as a method and its use as an integrated exploratory data analysis approach.
Originality/value
Interpreting the MCA results presents difficulties for the nonexpert user and sometimes lead to misinterpretations. The interpretative difficulty persists in the MCA's other interpretative proposals. The proposed method of interpreting the MCA results clearly and accurately allows for the interpretation of its results and thus contributes to the dissemination of the MCA as an integrated method of categorical data analysis and exploration.
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Vassilios Stouraitis, Mior Harris Mior Harun and Markos Kyritsis
A global reach in exporting has been linked to profitability. The purpose of this paper is to answer the influence of EU regulations on exporting decisions of UK manufacturing…
Abstract
Purpose
A global reach in exporting has been linked to profitability. The purpose of this paper is to answer the influence of EU regulations on exporting decisions of UK manufacturing small- and medium-sized firms (SMEs) by investigating the home and host country-based motivators behind SMEs’ choice to export, and export regionally, within the EU.
Design/methodology/approach
Contrasting the Uppsala and resource-based view perspectives (using a sample of UK independent manufacturing SMEs and utilizing a survey, correlation analysis and factor analysis), the paper finds and describes the effect of the most recurrent motivators from the literature on the SMEs’ decision to export within the EU or not.
Findings
The paper finds that SMEs whose latest international market entry was not in the EU scored significantly higher in the factor scorings for the motivators in the external dimension than participants whose latest entry was in the EU. Several motivators show an association with the choice to export per se. The importance of regionalization to export initiation (and EU membership) within the EU is emphasized in the results.
Research limitations/implications
The sample size is limited.
Practical implications
In the current climate, how can SMEs reduce market research costs for managers by relying solely and proactively on home country and internal advantages and motivators and being more aware of their surroundings? Managers and policymakers can direct their strategy, resources and policy more efficiently according to motivators; internal home country motivators (e.g. strengths of prices of products) direct the SME to overcome inter-regional liability of foreignness, while host country motivators (e.g. legal restrictions in the host country) direct them to regional ventures.
Originality/value
The theoretical and empirical work on the topic, until recently, has been fragmented and inconsistent focusing on specific motivators but not necessarily justifying the selection or origin of variables even less on SMEs.
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Vassilios Stouraitis, Pattana Boonchoo, Mior Harris Mior Harun and Markos Kyritsis
Success in export ventures has been linked to managerial capabilities. The purpose of this paper is to examine the influence of exporting motivators on managerial perceptions of…
Abstract
Purpose
Success in export ventures has been linked to managerial capabilities. The purpose of this paper is to examine the influence of exporting motivators on managerial perceptions of UK manufacturing small and medium-sized enterprises (SMEs) by investigating the links between export motivators and decision bias (i.e. predictable behavior).
Design/methodology/approach
Based on the Uppsala and resource-based view perspectives (using a sample of the UK’s independent manufacturing SMEs and utilizing a survey, correlation analysis, and factor analysis), this study finds and describes the effect of the most recurrent motivators and clusters of motivators from the literature on the SMEs’ decision to export by investigating the dimensions (research, external, reactive).
Findings
This study finds that export motivators can be separated into specific dimensions leading to potential selection bias. In addition, the importance of size, knowledge of foreign markets, and unsolicited orders show an association with the perceptions of motivator stimuli toward specific dimensions (research, external, reactive).
Practical implications
Government policy and SME export strategy need to understand managerial perceptions and bias better in order to allocate resources efficiently toward stimulating exporting.
Originality/value
The literature and empirical work on the topic have been fragmented and conflicting focusing on specific motivators but not necessarily explaining the selection or origin of motivators even less on SMEs. Dimensions have not been taken into account as clusters of motivators.
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Die Teilnehmer des im September 1962 in Jugoslawen abgehaltenen XIII. Kongresses der AIEST beurteilten die voraussichtliche Entwicklung des Fremdenverkehrs durchwegs mit Optimismus…
Abstract
Die Teilnehmer des im September 1962 in Jugoslawen abgehaltenen XIII. Kongresses der AIEST beurteilten die voraussichtliche Entwicklung des Fremdenverkehrs durchwegs mit Optimismus. In diesem Sinne äusserten sie sich auch zur Planung des Fremdenverkehrs, wobei unter anderen fundamentalen Problemen die Unterbringung der Fremden, deren Zahl erwartungsgemäss stets zunimmt, eines der wichtigsten ist.
Le imprese di trasporto aereo ed automibilistico ci hanno domandato un Corso di istruzione per ausiliarie di linea (non abbiamo una parola italiana che corrisponda esattamente al…
Abstract
Le imprese di trasporto aereo ed automibilistico ci hanno domandato un Corso di istruzione per ausiliarie di linea (non abbiamo una parola italiana che corrisponda esattamente al concetto di «hostess»); da altre parti invece ci sono stati chiesti piuttosto elementi di ricezione, per lo più designati con la qualifica di «accompagnatrici turistiche». Orbene, mentre la parola «hostess» non si presta ad equivoci, il termine «accompagnatrici turistiche» avrebbe potuto ingenerare qualche perplessità sia nel campo delle guide autorizzate che potrebbero temere un'illecita concorrenza da parte di elementi che non hanno subito il vaglio degli appositi esami, sia nel campo delle stesse agenzie di viaggi, che sono giustamente gelose del loro personale già qualificato ed esperto. Ho preferito quindi la denominazione di «informatrici turistiche» per eliminare ogni ragione di malinteso; e l'abinamento della preparazione delle hostesses e delle informatrici — pur determinando nei rispettivi insegnamenti una distinzione di cognizioni e di compiti — sta appunto ad indicare che le une e le altre sono chiamate a svolgere una funzione complementare e sussidiaria dell'attività delle guide e dei funzionari di Agenzie di viaggi, senza menomamente interferire nella specifica rispettiva zona di competenze.
Abstract
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Massimo Ciambotti, Federica Palazzi and Francesca Sgrò
This paper aims to investigate the link between accounting, religion and art to understand the managerial approach of the Confraternity of Corpus Domini of Urbino and the…
Abstract
Purpose
This paper aims to investigate the link between accounting, religion and art to understand the managerial approach of the Confraternity of Corpus Domini of Urbino and the phenomenon of art commissioning between 1465 and 1513.
Design/methodology/approach
This study is based on the interpretive historical method used to understand, through accounting, the managerial role of confraternities within the economic activity of art commissioning. To this purpose, the present analysis is based on a primary source, represented by the book of revenues and expenses, named B1 (1465–1513).
Findings
The analysis has provided evidence of the role of Urbino’s Confraternity in supporting art commissioning and its capacity to invest significant resources in favor of the social, religious and institutional environment of the time. Results show the connection between Urbino’s Confraternity and painters based on their commissioning agreements, the relation between painters and the Ducal Court and, finally, the role of the Duke of Urbino in funding the Confraternity’s initiatives for painters. Thus, this study highlights the major role played by Urbino’s Confraternity in art commissioning, an instrumental part of the Confraternity’s mission.
Originality/value
This paper presents a unique case study that brings out the managerial approach in art commissioning through accounting documents which make activities and links visible.
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Adhi Indra Hermanu, Diana Sari, Mery Citra Sondari and Muhammad Dimyati
This research aimed to examine the impact of input, process, output, productivity and outcome variables on university research performance and the indicators that represent them…
Abstract
Purpose
This research aimed to examine the impact of input, process, output, productivity and outcome variables on university research performance and the indicators that represent them in order to improve academic quality and contribute to government policy.
Design/methodology/approach
The quantitative approach was used through a survey method that obtained samples using questionnaires from 150 leaders of research institutions and continued analysis using the structural equation modeling-partial least square (SEM-PLS) to test the developed model.
Findings
Except for the relationship between process and productivity variables, all variable relationships had a positive and significant effect. Furthermore, the input, process, output, productivity and outcome variables each include seven, twelve, four and ten indicators.
Research limitations/implications
This study has several ramifications because it provides a clear policy input and advances science. As a prelude to developing research performance assessment tools that take into account variances in a tertiary institution, this research aids in the implementation of national policies for assessing research performance in postsecondary institutions.
Originality/value
To improve the accuracy of the information acquired, we conducted a survey among the heads of research units at various higher-ranking Indonesian universities, taking into consideration their skill and experience in leading research organizations and conducting research. Other than that, our belief in the originality of our manuscript is strengthened by the way we applied systems theory to construct a performance evaluation model that examines each contribution made by each system aspect.
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Andrea Sestino, Alessandro Bernardo, Cristian Rizzo and Stefano Bresciani
Gamification unlocks unprecedented opportunities in healthcare, wellness and lifestyle context. In this scenario, by leveraging on such an approach, information technologies now…
Abstract
Purpose
Gamification unlocks unprecedented opportunities in healthcare, wellness and lifestyle context. In this scenario, by leveraging on such an approach, information technologies now enabled gamification-based mobile applications primarily employed in health and wellness contexts, focusing on areas such as disease prevention, self-management, medication adherence and telehealth programs. The synergistic integration of gamification-based methodologies in conjunction with the utilization of digital tools, (e.g. as for Internet of Things, mobile applications) for the realm of digital therapeutics (DTx), thus unveiled powerful approaches and paradigms, yielding innovative applications that, through the harnessing of sensors and software-based systems, transform healthcare maintenance, wellness and lifestyle into an engaging pursuit, as a game. This paper explores the factors influencing individuals' intention to autonomously utilize mobile gamification-based apps for self-care and wellness maintenance.
Design/methodology/approach
Through explorative research designs an experiment has been conducted among a sample of 376 participants regarding the use of a fictitious gamification-based DTx solution, consisting in a mobile app namely “Health'n’Fit”.
Findings
Findings from an experiment conducted with a sample of 460 participants shed light on the possible antecedents and consequents of gamification. Results of the SEM model indicate that customization (CU), trust (TR), mobility (MO) and social value (SV) are the main determinants, although at a different extent of the playful experience; Moreover, gamification positively impacts attitudes and, in turn, perceived usefulness, intention to use and behavioral intentions.
Practical implications
This paper offers a dual-pronged approach that holds practical significance in the realm of healthcare innovation. First, the authors delve into the antecedents shaping individuals' intention to engage with gamification-based DTx, unraveling the factors that influence user adoption. Beyond this, the authors extend their focus to the realm of healthcare service design. By harnessing the potential of gamification and technology, the authors illuminate pathways to conceptualize and create novel healthcare services. This work not only identifies the building blocks of user engagement but also serves as a guide to innovatively craft healthcare solutions that leverage this amalgamation of technology and gamification, contributing to the evolution of modern healthcare paradigms.
Social implications
In a social context, the paper introduces pioneering technological synergies that merge gamification and DTx to enhance individuals' health and wellness maintenance. By proposing innovative combinations, the authors present novel avenues for promoting healthier lifestyles and behavior change. This not only underscores the potential of technology to positively impact individuals but also highlights the significance of aligning technological advancements with societal well-being. As the research advocates for these innovative solutions, it reinforces the importance of collaborative technological and marketing endeavors, ultimately contributing to the betterment of society as a whole.
Originality/value
This is the first paper exploring the combined effect of gamification and DTx, by shedding light on the peculiarities of both the antecedents of individuals' intention to use such combined technologies.
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