Analysing the impact of artificial intelligence on the competitiveness of tourism firms: a modified total interpretive structural modeling (m-TISM) approach

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Kamakshi Sharma ◽  
Mahima Jain ◽  
Sanjay Dhir

PurposeThis study explores the variables that drive the impact of artificial intelligence (AI) on the competitiveness of a tourism firm. The relationship between the variables is established using the modified total interpretive structural modelling (m-TISM) methodology. The factors are identified through literature review and expert opinion. This study investigates the hierarchical relationship between these variables.Design/methodology/approachThe modified total interpretive structural modelling (m-TISM) method is used to develop a hierarchical interrelationship among variables that display direct and indirect impact. The competitiveness of a tourism firm is measured by investigating the effect of variables on the firm's financial performance.FindingsThe study identifies ten key factors essential for analysing the impact of AI on a firm's competitiveness. The m-TISM methodology gave us the hierarchical relationship between the factors and their interpretation. A theoretical TISM model has been constructed based on the hierarchy and relationship of the elements. The elements that fall in Level V are “AI Skilled Workforce”, “Infrastructure” and “Policies and Regulations”. Level IV includes the elements “AI Readiness”, “AI-Enabled Technologies” and “Digital Platforms”. Elements that fall under Level III are “Productivity” and “AI Innovation”. Level II and Level I comprise “Tourist Satisfaction” and “Financial Performance”, respectively. The levels indicate the elements' hierarchical level, with Level I the highest and Level V the lowest.Research limitations/implicationsTourism and AI scholars can analyse the given variables by including the transitive links and incorporate new variables depending upon future research. The m-TISM model constructed from literature review and expert opinion can act as a theoretical base for future studies to be conducted by researchers.Practical implicationsManagement/Practitioners can focus on the available characteristics and capitalise on them while working on the factors lacking in their organisation to enhance their competitiveness. Entrepreneurs starting their own business can utilise the elements in understanding the ecosystem of strengthening a firm's competitiveness. They can work to improve on the aspects which are crucial and trigger the impact on competitiveness. The government and management can devise policies and strategies that encompass the essential factors that positively impact the competitiveness of the firms. The approach can then be looked at with a holistic approach to cater to the other related components of the tourism industry.Originality/valueThis study is the first of its kind to use the modified TISM methodology to understand the impact of AI on the competitiveness of tourism firms.

2015 ◽  
Vol 15 (1) ◽  
pp. 146-170 ◽  
Author(s):  
George Apostolakis ◽  
Gert van Dijk ◽  
Periklis Drakos

Purpose – This study aims to offer a literature review on microinsurance, focusing on its financial performance and social impact. The aim is to review current research in microinsurance performance. Over the past decade, microinsurance has aroused the interest of the scientific community. Scholars have monitored its development and have examined its impact on the poor’s ability of breaking out of the poverty trap. Design/methodology/approach – A systematic-narrative method was used to review the relevant literature. In total, 64 relevant articles on investigating the financial performance and the effects of microinsurance programs on the poor’s well-being were reviewed, coded and followed by a narrative synthesis. Findings – This review synthesizes current published data on microinsurance to provide practitioners and researchers with a better understanding of this important area. Microinsurance benefits the poor, as it reduces their vulnerability to poverty. Microinsurance has a twofold impact on an individual’s ability to overcome poverty. First, it has a direct impact on access to healthcare services and, second, it has an indirect effect on an individual’s economic status, by moderating risk vulnerability and improving income stability. Further research is necessary to reach concrete conclusions about the financial performance of microinsurance programs. Finally, the analysis of the literature revealed an absence of research regarding the impact of microinsurance on society and sustainable development. Research limitations/implications – An understanding of the performance of microinsurance services is important. Therefore, the findings can be used by microinsurance practitioners to assess and improve their performance. Further, policy implications such as improvement of financial knowledge and social marketing via education polices to increase microinsurance awareness of its benefits are recommended. Originality/value – This review provides a synthesis of the literature in microinsurance concerning its financial and social performance, and raises suggestions for future research.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Shiwangi Singh ◽  
Sanjay Dhir

PurposeThe paper aims to identify, analyse and develop a model for measuring the inter-relationship and interaction among the antecedents influencing innovation implementation. The extant literature has not widely studied the interactions and inter-relationships among the antecedents of innovation implementation. To fill this gap, the paper develops a hierarchical relationship framework between the identified antecedents of innovation implementation.Design/methodology/approachThe study follows mixed method-based approach using two methodologies: modified total interpretive structural modelling (m-TISM) and MICMAC (Matriced’ Impacts Croisés Multiplication Appliquée á un Classement) analysis. m-TISM is used for the purpose of establishing the hierarchical relationship among the antecedents. MICMAC analysis is used to study the driver-dependent relationship. To identify the antecedents of innovation implementation, the paper follows a systematic search method found in the review articles. The article search was performed across different databases including Google Scholar, Web of Science, EBSCO and Scopus.FindingsIn this study, eight innovation implementation antecedents are identified. The analysis indicates that competency antecedents such as leader competency and employee competency, having high driving and weak dependence power, are at the lowest level in the hierarchical model, whereas, innovation implementation, having high dependence and low driving power, is at the highest level in the hierarchical model. Strategic resources act as a linkage variable.Research limitations/implicationsAlthough this study summarizes the extant literature to generalize the findings, the future studies can focus upon statistical validation of model by employing structural equation modelling to generalize the results.Practical implicationsThe practitioners must emphasize on antecedents having strong driving power for successful implementation of innovation. The hierarchical model is proposed for implementing innovation successfully that will help organizations to be more competitive, productive and profitable.Originality/valueIn this study, m-TISM and MICMAC-based hierarchical models are proposed for implementing innovation successfully in organizations. It also provides the variables insights such as driver-dependent interrelationship between the identified antecedents.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Cornelie Crous ◽  
Enrico Battisti ◽  
Erasmia Leonidou

PurposeThe purpose of this paper is to examine the different aspects of non-financial reporting that may influence company financial performance. In particular, the authors present an integrated framework of these features that have a direct impact on the financial sustainability of firms for future researchers to further explore and expand the boundaries of the domain.Design/methodology/approachA systematic literature review of peer-reviewed papers, covering the period 2015–2020, was done, and 41 paper were identified and analysed via a thematic review, to identify variables that either positively or negatively impact on the financial performance of listed companies. The literature focuses on disclosures related to integrated reporting disclosures, sustainability disclosures (also called corporate social responsibility (CSR) disclosures) and corporate governance disclosures. A synthesised inter-textual coherence strategy has been followed during the interpretation of the findings.FindingsThe results of the synthesised inter-textual coherence strategy were the development of an integrated framework, which indicates that the inclusion of control variables in regression analysis has no impact on the direction of the relationship between quality reporting and financial reporting.Originality/valueTo the best of the authors’ knowledge, this paper is the first to provide a comparison between the impact of the different types of reporting and financial sustainability.


2021 ◽  
Vol 32 (9) ◽  
pp. 101-121
Author(s):  
Marcos Dieste ◽  
Roberto Panizzolo ◽  
Jose Arturo Garza-Reyes

PurposeThe lean philosophy has demonstrated its effectiveness to improve firms' operational performance. However, the impact of lean practices on financial performance is still unclear due to the poor understanding of the link between operational and financial measures and the conflictive results obtained by previous research. The purpose of this paper is to conduct a systematic literature review to understand whether lean companies have improved their financial performance. Moreover, this article aims to uncover research gaps in the literature and examine which time spans of research have been considered to analyse both the degree of lean implementation and the measurement of financial outcomes.Design/methodology/approachA systematic literature review has been conducted to identify peer-reviewed articles that analyse the effect of the lean production paradigm on the financial performance measures of manufacturing companies. Then, the identified articles were processed using a combination of descriptive and content analyses methods to draw new conclusions, uncover gaps and find novel paths for research.FindingsVarious authors indicate that lean initiatives lead to an enhancement of financial performance measures. JIT and TQM lean practice bundles are suggested as the best enablers of financial performance in terms of sales and profit. In contrast, according to some scholars, lean does not necessarily improve companies' financial results if it is not properly implemented.Originality/valueSeveral studies have focused on analysing the effects of lean on performance. However, only a small part of the literature has addressed the study of the effects of lean practices on financial performance metrics. The originality of this study lies in the investigation of the connections between lean practices and financial performance measures found in the literature. The outcome is the identification of various possible positive impacts of some lean practices on financial metrics.


2017 ◽  
Vol 40 (3) ◽  
pp. 254-269 ◽  
Author(s):  
Xun Li ◽  
Qun Wu ◽  
Clyde W. Holsapple ◽  
Thomas Goldsby

Purpose This paper aims to investigate the impact of three critical dimensions of supply chain resilience, supply chain preparedness, supply chain alertness and supply chain agility, all aimed at increasing a firm’s financial outcomes. In a turbulent environment, firms require resilience in their supply chains to prepare for potential changes, detect changes and respond to actual changes, thus providing superior value. Design/methodology/approach Using survey data from 77 firms, this study develops scales for preparedness, alertness and agility. It then tests their hypothesized relationships with a firm’s financial performance. Findings The results reveal that the three dimensions of supply chain resilience (i.e. preparedness, alertness and agility) significantly impact a firm’s financial performance. It is also found that supply chain preparedness, as a proactive resilience capability, has a greater influence on a firm’s financial performance than the reactive capabilities including alertness and agility, suggesting that firms should pay more attention to proactive approaches for building supply chain resilience. Originality/value First, this study develops a comparatively comprehensive definition for supply chain resilience and explores its dimensionality. Second, this study provides empirically validated instruments for the dimensions of supply chain resilience. Third, this study is one of the first to provide empirical evidence for direct impact of supply chain resilience dimensions on a firm’s financial performance.


2019 ◽  
Vol 19 (6) ◽  
pp. 1344-1361
Author(s):  
Isaiah Oino

Purpose The purpose of this paper is to examine the impact of transparency and disclosure on the financial performance of financial institutions. The emphasis is on assessing transparency and disclosure; auditing and compliance; risk management as indicators of corporate governance; and understanding how these parameters affect bank profitability, liquidity and the quality of loan portfolios. Design/methodology/approach A sample of 20 financial institutions was selected, with ten respondents from each, yielding a total sample size of 200. Principal component analysis (PCA), with inbuilt ability to check for composite reliability, was used to obtain composite indices for the corporate governance indicators as well as the indicators of financial performance, based on a set of questions framed for each institution. Findings The analysis demonstrates that greater disclosure and transparency, improved auditing and compliance and better risk management positively affect the financial performance of financial institutions. In terms of significance, the results show that as the level of disclosure and transparency in managerial affairs increases, the performance of financial institutions – as measured in terms of the quality of loan portfolios, liquidity and profitability – increases by 0.3046, with the effect being statistically significant at the 1 per cent level. Furthermore, as the level of auditing and the degree of compliance with banking regulations increases, the financial performance of banks improves by 0.3309. Research limitations/implications This paper did not consider time series because corporate governance does not change periodically. Practical implications This paper demonstrates the importance of disclosure and transparency in managerial affairs because the performance of financial institutions, as measured in terms of loan portfolios, liquidity and profitability, increases by 0.4 when transparency and disclosure improve, with this effect being statistically significant at the 1 per cent level. Originality/value The use of primary data in assessing the impact of corporate governance on financial performance, instead of secondary data, is the primary novelty of this study. Moreover, PCA is used to assess the weight of the various parameters.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Agung Nur Probohudono ◽  
Astri Nugraheni ◽  
An Nurrahmawati

Purpose The purpose of this study is to analyze the impact of corporate social responsibility (CSR) disclosure on the financial performance of Islamic banks across nine countries as major markets that contribute to international Islamic bank assets (Indonesia, Malaysia, Saudi Arabia, UAE, Kuwait, Qatar, Turkey, Bahrain and Pakistan or further will be called QISMUT + 3 countries). Design/methodology/approach Islamic Social Reporting Disclosure Index (ISRDI) is being used as a benchmark for Islamic bank CSR performance that contains a compilation of CSR standard items specified by the Accounting and Auditing Organization for Islamic Financial Institutions. The secondary data is collected from the respective bank’s annual reports and it used the regression analysis techniques for statistical testing. Findings This study found that CSR disclosure measured by ISRDI has a positive effect on financial performance. Almost all ISRDI sub-major categories have a positive effect on financial performance except the “environment” subcategory. The highest major subcategory for ISRDI is the “corporate governance” category (82%) and the “environment” category (13%) is the lowest. For the UAE, Kuwait and Turkey, the ISRDI is positively affected by financial performance and the other countries on this research are not. Originality/value This study highlighted the economic benefits of social responsibility practices as a part of business ethics in nine countries that uphold the value of religiosity. Thus, the development of the results of this research for subsequent research is very wide open.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Mohamed Hamdoun ◽  
Mohamed Akli Achabou ◽  
Sihem Dekhili

Purpose This paper aims to examine the link between corporate social responsibility (CSR) and financial performance in the context of developing countries. More specifically, the mediating role of a firm’s competitive advantage and intangible resources, namely, human capital and reputation are studied. Design/methodology/approach The study considered a sample of 100 Tunisian firms. The analysis makes use of the structural equation modelling method to explore the relationship between CSR and financial performance, by including mediator variables. Findings The results confirm that CSR has no significant direct effect on financial performance. In particular, they indicate that the social dimension of CSR has a negative impact on performance. However, CSR does have a positive impact on competitive advantage via the two intangible resources considered, human capital and company reputation. Research limitations/implications The research fills a gap that occurred in the previous literature. In effect, previous studies focussed only on the direct link between CSR and financial performance. In addition, it enriches the limited literature on CSR strategies in the context of developing countries. However, further studies should explore the opposite relationship, i.e. the impact of financial performance on CSR strategy. In addition, the authors believe that amongst other potential research avenues, it would be interesting to study the moderating role of the activity sector. Practical implications From a practical point of view, this study suggests new applications with respect to the link between CSR and financial performance. To enhance their company’s financial performance, managers need to ensure that intangible resources are managed efficiently. Originality/value The paper contributes to the literature by examining how a firm’s intangible resources mediate between CSR and competitive advantage and how competitive advantage mediates between intangible resources and financial performance. Second originality is related to the study of the link between CSR and the financial performance of business organisations in the context of a developing country.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Kamrul Ahsan ◽  
Shams Rahman

PurposeThis study conducts a systematic literature review of e-tail product returns research. E-tail product returns are essentially acquisition of products that have been sold through purely online or brick-and-click channels and then returned by consumer to business.Design/methodology/approachUsing a systematic literature review protocol, we identified 75 peer-reviewed articles on e-tail product returns, conducted bibliometric analysis and content analysis of the articles and summarised our findings.FindingsThe findings reveal that the subject of e-tail returns is a new research area; academics have started to investigate several aspects of e-tail returns through different research methodologies and theoretical foundations. Further research is required in leading e-commerce countries and on key areas such as omni-channel returns management, customer satisfaction and service, the impact of resources such as people skills, the benefits of technology and IT systems in managing e-tail returns.Practical implicationsThe study offers a summative account of current e-tail knowledge areas, which can serve as a reference guide for e-tailers to develop strategies for more efficient and competitive product returns.Originality/valueThis study contributes theoretically by developing clusters of key themes or knowledge areas about e-tail returns. It also provides a conceptual framework for e-tail returns management, which can be used as a springboard for further empirical research.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Abir Hichri ◽  
Moez Ltifi

Purpose The study is based on a hybrid model composed of accounting and business data and is amongst the first to test the impact of corporate social responsibility (CSR) performance on the financial performance of the company, as well as the impact of financial performance on CSR performance. The bidirectional logic chosen by the study is rarely adopted in the global context and has never been tested in the Swedish context. Moreover, the purpose of this paper is to test the mediating effect of customer loyalty on the company’s CSR performance-financial performance relationship to assess this effect over the long term. This design has been neglected in previous studies. Design/methodology/approach Data was collected from a sample of 110 Swedish companies during the period 2009–2019. This study collects the data from the Thomson Reuters Eikon database. A multiple regression analysis was performed to test the hypotheses. Findings The results confirmed the bidirectional relationship between CSR performance and company financial performance. This means that CSR performance positively influences the company’s financial performance. Similarly, financial performance positively influences the company’s CSR performance. Moreover, customer loyalty has a positive and significant mediating effect on the company’s CSR performance-financial performance relationship. Originality/value This study adds several inputs. The first contribution of the research is to test a hybrid model composed of accounting and commercial data. This model is amongst the first to test the impact of CSR performance on the financial performance of the company and the impact of financial performance on CSR performance. The second contribution is the bidirectional logic chosen by the study which is rarely adopted in the global context and has never been tested in the Swedish context. The third contribution is to test the mediating effect of customer loyalty on the company’s CSR performance-financial performance relationship to assess this effect over the long term. This design has been neglected in previous studies. The fourth contribution is the choice of the field of investigation for the reliability of the data used and the generalisation of the results obtained.


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