Human-like communication in conversational agents: a literature review and research agenda

2020 ◽  
Vol 31 (2) ◽  
pp. 203-225 ◽  
Author(s):  
Michelle M.E. Van Pinxteren ◽  
Mark Pluymaekers ◽  
Jos G.A.M. Lemmink
Keyword(s):  
Research Agenda ◽  
Two Dimensions ◽  
Future Research ◽  
Service Encounters ◽  
Conversational Agents ◽  
Content Type ◽  
Communicative Behaviors ◽  
Positive Effects ◽  
Potential Benefits ◽  
Relational Outcomes

PurposeConversational agents (chatbots, avatars and robots) are increasingly substituting human employees in service encounters. Their presence offers many potential benefits, but customers are reluctant to engage with them. A possible explanation is that conversational agents do not make optimal use of communicative behaviors that enhance relational outcomes. The purpose of this paper is to identify which human-like communicative behaviors used by conversational agents have positive effects on relational outcomes and which additional behaviors could be investigated in future research.Design/methodology/approachThis paper presents a systematic review of 61 articles that investigated the effects of communicative behaviors used by conversational agents on relational outcomes. A taxonomy is created of all behaviors investigated in these studies, and a research agenda is constructed on the basis of an analysis of their effects and a comparison with the literature on human-to-human service encounters.FindingsThe communicative behaviors can be classified along two dimensions: modality (verbal, nonverbal, appearance) and footing (similarity, responsiveness). Regarding the research agenda, it is noteworthy that some categories of behaviors show mixed results and some behaviors that are effective in human-to-human interactions have not yet been investigated in conversational agents.Practical implicationsBy identifying potentially effective communicative behaviors in conversational agents, this study assists managers in optimizing encounters between conversational agents and customers.Originality/valueThis is the first study that develops a taxonomy of communicative behaviors in conversational agents and uses it to identify avenues for future research.

scholarly journals Expected benefits of people interactions and guest experiences

2020 ◽  
Vol 34 (2) ◽  
pp. 187-202
Author(s):  
Ya-Ling Chen ◽  
Joseph Chen ◽  
Wan-Yu Liu ◽  
Tanmay Sharma
Keyword(s):  
Information Acquisition ◽  
Two Dimensions ◽  
Future Research ◽  
Content Type ◽  
Service Personnel ◽  
Individual Interviews ◽  
Personal Interaction ◽  
Potential Benefits ◽  
Expected Benefits ◽  
Tourism And Hospitality

PurposeThis research aims to grasp hotel guests' motives and potential benefits sought when interacting with other guests, service personnel and residents and examines how these benefits can contribute to the total guest experience.Design/methodology/approachMixed methods are adopted for the purpose of this study comprising individual interviews and a questionnaire survey.FindingsFive groups of advantages emerge from individual interviews, including friendliness in interaction, social benefits, information acquisition, curiosity gratification and hospitality services. In the survey, which gathers 326 questionnaires, this study reveals that the five types of benefits derived from hotel guests' interactions could be further categorized into two dimensions: civility (e.g. friendliness and social) and utility (e.g. information, curiosity and service). The study confirms that four out of five potential or expected benefits from this personal interaction is significantly associated with the total hotel experience.Research limitations/implicationsRespondents of this study are culturally homogenous; as a result, multi-cultural settings should be considered for future research.Originality/valueTourism and hospitality literature on people's interaction is mostly center around social aspects of interaction. The current study comprehensively explores all expected utilities of interaction, occurring in all sorts of interactions (e.g. customer-to-resident and customer-to-service personnel). Specifically, the findings of this study uncover the underlying factors which prompt the tourists to interact with other people in a lodging setting and examine the relative importance of those underlying factors to the total lodging experiences.

A model for managing service encounters for neo-luxury consumers

2016 ◽  
Vol 8 (1) ◽  
pp. 41-52 ◽  
Author(s):  
Bonnie Canziani ◽  
Kittichai Watchravesringkan ◽  
Jennifer Yurchisin
Keyword(s):  
Social Class ◽  
Brand Management ◽  
Service Providers ◽  
Future Research ◽  
Service Encounters ◽  
Theoretic Model ◽  
Luxury Brands ◽  
Content Type ◽  
Consumer Markets ◽  
Future Research Directions

Purpose – This paper aims to explore a theoretical relationship among perceptions of consumer social class, the perceived legitimacy of customer requests for service and the delivery of intangible services. It focuses the discussion on service firm encounters with non-traditional consumers seeking to purchase from luxury brands. Design/methodology/approach – The paper reviews the literature for current trends in strategies of luxury brands and characteristics of evolving global and Asian consumer markets for luxury and neo-luxury goods and draws a theoretic model with propositions. Findings – Evidence suggests that service providers can improve efforts to expand services to the newly rich and trading-up neo-luxury consumer markets by focusing on the intangible elements of the service delivery system. Particular emphasis is placed on enhancing employee treatment of neo-luxury customers during service encounters by understanding the influence of employee perceptions of consumer social class and evaluations of the perceived legitimacy of customer requests for service. Originality/value – The paper contributes to the theoretical discussion in luxury brand management by suggesting that employees are influenced by impressions of customer worth and other attributes when determining responses to customers during service encounters. Implications for practitioners and future research directions for academics based on the framework are presented.

Healthcare supply chain management: literature review and some issues

2018 ◽  
Vol 15 (3) ◽  
pp. 265-287 ◽  
Author(s):  
Bhavana Mathur ◽  
Sumit Gupta ◽  
Makhan Lal Meena ◽  
G.S. Dangayach
Keyword(s):  
Supply Chain ◽  
Supply Chain Management ◽  
Literature Review ◽  
Organizational Performance ◽  
Critical Role ◽  
Sample Survey ◽  
Future Research ◽  
Chain Management ◽  
Content Type ◽  
Potential Benefits

PurposeThe purpose of this paper is to examine the causal linkages among supply chain practices, effectiveness of supply chain performance (SCP) and organizational performance (OP) in Indian healthcare industries.Design/methodology/approachThis paper is helpful in developing a framework for linking a healthcare supply chain practice to its OP, and thus identifies how such a linkage can be connected to the effectiveness of SCP. Such effort also enables the authors to derive a set of recommended supply chain practices for SC performance.FindingsFrom the literature review, this paper finds that, in the context of Indian healthcare industries, efficient SC performance may play a critical role for overall OP improvement, as there is a close interrelationship between supply chain management (SCM) practices and SCP that may have a more significant effect on OP improvement.Research limitations/implicationsThe principle limitation of the paper is that it is performed only in a particular industry and with a questionnaire survey which could be extended in future for other industries also. Another limitation of the paper is that it is focused only on the SCP of medical device and equipment supply chain which is a small portion of the whole healthcare supply chain, and therefore requires further research covering various other domains of healthcare supply chain. Another limitation of the study is that the sample survey has been taken from only one respondent per company at one point of time which may create biasness in the results. Thus, future research should collect data through multiple members from the organization.Practical implicationsThis study contributes to know the effect of SCM practices on healthcare SCP and provides a practical and useful tool to evaluate the extent of effectiveness of SCP and finally their impact on the healthcare OP. Finally, this study provides conceptual and descriptive literature regarding SCM practices that leads to improvement in healthcare performance.Social implicationsThis study adds to the knowledge on healthcare SCM performance by exploring the relationship between supply chain practices, healthcare SCP and healthcare OP and by developing and testing a research framework thus help in improving patient satisfaction.Originality/valueThis study attempts to show how the potential benefits of supply chain practices can no longer be ignored in healthcare supply chain.

The emergence of entrepreneurial team as a research field – way forward

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Willy Das ◽  
Satyasiba Das ◽  
Manojit Chattopadhyay
Keyword(s):  
Research Agenda ◽  
Research Field ◽  
Academic Disciplines ◽  
Future Research ◽  
Cross Sectional ◽  
Content Type ◽  
Future Research Agenda ◽  
Starting Point ◽  
Entrepreneurial Team ◽  
Research Stream

PurposeThe purpose of this paper is to review and critique the existing literature on entrepreneurial teams (ET) by taking a multi-disciplinary viewpoint and provide a future research agenda based on the identified themes and trends.Design/methodology/approachA systematic literature review (SLR) was undertaken using “business source complete”. Further scrutiny and application of exclusion criteria led to a final sample consisting of 139 papers from 27 different journals belonging to not just entrepreneurship and strategic management but also other disciplines like OB, finance, sociology, psychology, etc. Using qualitative thematic analysis, the authors identified 11 major themes.FindingsThe paper reviews both the eleven themes and the linkages between the themes. Thereby identifying areas that have been understudied and those that have received comparatively more attention. The review revealed that the research stream possesses certain conceptual and methodological concerns apart from its cross-sectional and primarily bivariate nature. Five such main concerns have been identified and discussed in detail. Other elements of the resulting research agenda include calls for more clinical process-oriented research, further attention to context, shifting the level of analysis, and a need to integrate across disciplines.Originality/valueThis paper incorporates a broad insight of ET across academic disciplines to show how future contributions could benefit by incorporating research from other fields. In doing so, provides a starting point for more nuanced discussions around the interrelationships between the different conversations that are taking place in the ET literature.

We dreamed a dream that entrepreneurial ecosystems can promote sustainability

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Mario Raposo ◽  
Cristina I. Fernandes ◽  
Pedro M. Veiga
Keyword(s):  
Policy Formulation ◽  
Logistic Distribution ◽  
Future Research ◽  
Community Innovation Survey ◽  
Content Type ◽  
Positive Effects ◽  
Entrepreneurial Ecosystems ◽  
Future Research Agenda ◽  
Company Policy ◽  
The Relationship

PurposeResearch into the relationship between entrepreneurial ecosystems and sustainability has deepened in terms of both quantity and quality even while still remaining a fragmented and divergent field. Hence, the purpose of this study is to put forward empirical evidence to advance the literature on the relationship between entrepreneurial ecosystems and sustainability. To this end, the authors furthermore identify and highlight a future research agenda.Design/methodology/approachThe source of the empirical analysis in this article stems from the Community Innovation Survey, the leading statistical inquiry of innovation in companies carried out by Eurostat based upon the conceptual framework set out in the Oslo Manual. For modelling the variables, the authors applied binary regression based on logistic distribution.FindingsThe results of the research demonstrated how all of the variables considered for entrepreneurial ecosystems (co-operation with suppliers, co-operation with clients or customers, co-operation with universities; co-operation with government, public or private research institutes) return positive impacts on national sustainabilityResearch limitations/implicationsDespite the data spanning only the nine countries in the database, the results enable insights into the theory as the results serve to strengthen already existing considerations on the positive effects of entrepreneurial ecosystems for the sustainability of countries.Practical implicationsThe results of the research may generate important implications for company policy formulation. The identification of the relevance of the different actors in entrepreneurial ecosystems and their impact on sustainability may assist firms and policymakers to identify the leading actors and the resources necessary to sustaining their activities and thereby correspondingly establishing their priorities.Originality/valueThe research (1) both deepens the prevailing knowledge on this theme and fills a gap encountered in the existing literature; (2) in practical terms, for managers, entrepreneurs and politicians to better grasp how entrepreneurship constitutes a systemic phenomenon and these systems require approaching in terms of their impacts and greater contributions to obtaining sustainability.

Trust, commitment, logistics outsourcing relationship quality, relationship satisfaction, strategy alignment and logistics performance – a case of selected manufacturing firms in Uganda

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Matthew Kalubanga ◽  
Sheila Namagembe
Keyword(s):  
Relationship Satisfaction ◽  
Relationship Quality ◽  
Developing Country ◽  
Manufacturing Firms ◽  
Equation Modeling ◽  
Future Research ◽  
Logistics Outsourcing ◽  
Content Type ◽  
Positive Effects ◽  
Strategy Alignment

PurposeThis study examines the relationships among trust, commitment, logistics outsourcing relationship quality (LORQ), relationship satisfaction, strategy alignment and logistics performance considering selected manufacturing firms in a developing country, Uganda.Design/methodology/approachDrawing on insights from the commitment-trust theory and strategy alignment literature, and using a cross-sectional survey design with a self-administered questionnaire, and applying the partial least squares structural equation modeling (PLS-SEM) approach to analyze quantifiable data obtained from managers of 103 manufacturing firms in Uganda outsourcing logistics operations, the study examined the logistics performance effects of trust, through commitment, LORQ and relationship satisfaction.FindingsThe study findings reveal that trust influences logistics performance, indirectly through its effects on commitment, LORQ and relationship satisfaction, sequentially, and that the positive effects of relationship satisfaction on logistics performance strengthen with improvements in LORQ. Strategy alignment exerted a strong positive influence on LORQ.Research limitations/implicationsThe study findings have important implications for theory development and literature. The study applies the commitment-trust view to both theoretically and empirically examine logistics outsourcing as a competitive strategy to enhance logistics performance, and thereby providing a theoretical base for future research. However, this research is confined to manufacturing firms in Uganda, and the results are not necessarily generalizable to other contexts.Practical implicationsThe study findings provide insights for logistics managers regarding the role of trust, commitment, LORQ, relationship satisfaction and strategy alignment in enabling successful logistics outsourcing relationships, and how drawing on these, managers can improve firm logistics performance.Originality/valueThis study contributes to logistics management literature by empirically examining the relationship of trust, commitment, LORQ, relationship satisfaction and strategy alignment with logistics performance, considering manufacturing firms in a developing country, where these aspects have not been largely explored before. It highlights the need to build trust, promote greater commitment of logistics user firms in logistics outsourcing relationships as well as aligning logistics outsourcing strategies to improve LORQ and enhance logistics performance. Additionally, the study provides for the first-time new evidence for the moderation effect of LORQ on the influence of relationship satisfaction on logistics performance. The study findings suggest advancing further scholarly discussions on logistics outsourcing as a critical strategy to enhance firm logistics performance within a developing country context. Due to limitations in logistics infrastructure, and existing low-level technologies, logistics in developing countries still revolves around conventional materials handling, packaging, inventory and transportation operations, and logistics outsourcing is new, thereby presenting an interesting research context for empirical investigations on logistics in general, and logistics outsourcing in particular.

scholarly journals Developing a conceptual model of influences around integrated reporting, new insights and directions for future research

2017 ◽  
Vol 25 (4) ◽  
pp. 450-460 ◽  
Author(s):  
Charl de Villiers ◽  
Pei-Chi Kelly Hsiao ◽  
Warren Maroun
Keyword(s):  
Conceptual Model ◽  
Research Agenda ◽  
Design Methodology ◽  
Future Research ◽  
Special Issue ◽  
Integrated Reporting ◽  
Theoretical Frameworks ◽  
Content Type ◽  
Prior Literature ◽  
Research Questions

Purpose This paper aims to develop a conceptual model for examining the development of integrated reporting, relate the articles in this Meditari Accountancy Research special issue on integrated reporting to the model and identify areas for future research. Design/methodology/approach The paper uses a narrative/discursive style to summarise key findings from the articles in the special issue and develop a normative research agenda. Findings The findings of the prior literature, as well as the articles in this special issue, support the conceptual model developed in this paper. This new conceptual model can be used in multiple ways. Originality/value The special issue draws on some of the latest developments in integrated reporting from multiple jurisdictions. Different theoretical frameworks and methodologies, coupled with primary evidence on integrated reporting, construct a pluralistic assessment of integrated reporting, which can be used as a basis for future research. The new conceptual model developed in this paper can be used as an organising framework; a way of understanding and thinking about the various influences; a way of identifying additional factors to control for in a study; and/or a way of identifying new, interesting and underexplored research questions.

scholarly journals Helping auditors identify deception through psycholinguistics

2018 ◽  
Vol 25 (4) ◽  
pp. 1062-1076 ◽  
Author(s):  
Rebecca Nicolaides ◽  
Richard Trafford ◽  
Russell Craig
Keyword(s):  
Oral Language ◽  
Research Agenda ◽  
Relevant Literature ◽  
Bibliographic Databases ◽  
Future Research ◽  
Content Type ◽  
Fraud Risk ◽  
Critical Elements ◽  
Future Research Agenda ◽  
Wide Range

Purpose This paper reviews an array of psycholinguistic techniques that auditors can deploy to explore written and oral language for signs of deception. The review is drawn upon to propose some elements of a forward research agenda. Design/methodology/approach Relevant literature across several disciplines is identified through keyword searches of major bibliographic databases. Findings The techniques highlighted have considerable potential for use by auditors to identify audit contexts which merit closer audit investigation. However, the techniques need further contextual empirical investigation in audit contexts. Seven specific propositions are presented for empirical testing. Originality/value This paper assembles literature on deceptive communication from a wide range of disciplines and relates it to the audit context. Auditors’ attention is directed to potential linguistic signals of fraud risk, and opportunities for future research are suggested. The paper is consciousness-raising, has pedagogic purpose and suggests critical elements for a future research agenda.

scholarly journals Attribution of success and failure in intercultural service encounters: the moderating role of personal cultural orientations

2016 ◽  
Vol 30 (6) ◽  
pp. 643-658 ◽  
Author(s):  
Jackie L.M. Tam ◽  
Piyush Sharma ◽  
Namwoon Kim
Keyword(s):  
Service Delivery ◽  
Critical Incident ◽  
Future Research ◽  
Service Encounters ◽  
Service Firms ◽  
Content Type ◽  
Delivery Outcome ◽  
Cultural Orientations ◽  
Moderating Role

Purpose This paper aims to examine the role that personal cultural orientations play in customer attributions in intercultural service encounters. Design/methodology/approach A conceptual model was developed depicting the relationships between service delivery outcome, personal cultural orientations and customer attributions. Data were collected from 640 Chinese and Western customers using scenario-based experiments in a restaurant context to assess the hypothesized relationships in the model. Findings The findings show that compared to service delivery success, customers tend to hold service employee and firm responsible for service delivery failure rather than themselves and cultural differences. Moreover, personal cultural orientations partially moderated the influence of the service delivery outcome on customer attributions. Research limitations/implications Future research could adopt different methodologies such as critical incident techniques and surveys to replicate the study. Practical implications Service firms are recommended to design programs to influence customer attributions such as “customer education programs” and “customer appreciation programs” to achieve high customer satisfaction. Originality/value This study examines the differences in customer attributions between successful vs unsuccessful service delivery. It also sheds light on the potential moderating role of personal cultural orientations on the relationship between service delivery outcome and customer attributions.

Retrospective: “culture shocks” in inter-cultural service encounters?

2016 ◽  
Vol 30 (4) ◽  
pp. 377-383 ◽  
Author(s):  
Bernd Stauss
Keyword(s):  
Marketing Research ◽  
Research Field ◽  
Scientific Development ◽  
Future Research ◽  
Service Encounters ◽  
Cultural Encounters ◽  
Content Type ◽  
Scientific Discussion ◽  
Open Questions ◽  
Cultural Service

Purpose The article “Culture shocks” in inter-cultural service encounters was published in 1999. The purpose of this paper is to analyze how the scientific discussion about this issue has developed and which open research questions are still awaiting solutions. Design/methodology/approach The main contributions of the original article are evaluated in the light of the current state of research. Simultaneously, the scientific development is commented on the basis of the original theoretical and empirical insights. Findings The original article belongs to those that initiated an extraordinary development of the research field. Aspects of inter-cultural encounters have found increasing attention in service marketing research. However, some fundamental problems of inter-cultural studies are still unresolved, and some of the theoretical and management oriented stimuli of the 1999 paper still seem worthy of consideration. Originality/value The retrospective analysis gives insight into the scientific development of the research on inter-cultural service encounters. It identifies relevant development lines, new perspectives and open questions for future research.

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