Serviceology for Services: 7th International Conference, ICServ 2020, Osaka, Japan, March 13–15, 2020, Proceedings

This paper focuses on the cognitive competencies enabling front-line employees to grasp context, which previous has not taken into account. To this end, we developed two studies. Study 1 identifies the key factors and models the cognition during service based on interview data from flight attendants. Interview data was analyzed by Grounded Theory Approach. In study 2, the cognition of 155 flight attendants was obtained and features representing cognitive competency were quantitatively identified. Our findings propose the hospitality concept of “serving not to serve” from a cognitive perspective, for which risk perception and thoughtfulness are important cognitive competencies.

[1]  Edel Conway,et al.  Perceived Organizational Support , 2015 .

[2]  J. Gould-Williams The importance of HR practices and workplace trust in achieving superior performance: A study of public-sector organizations , 2003 .

[3]  Stephen L. Vargo,et al.  Value co-creation; , 2022 .

[4]  Wilmar B. Schaufeli,et al.  Reciprocal relationships between job resources, personal resources, and work engagement. , 2009 .

[5]  樋口 耕一,et al.  A Two-Step Approach to Quantitative Content Analysis : KH Coder Tutorial using Anne of Green Gables (Part I) , 2016 .

[6]  N.F.M. Roozenburg,et al.  A methodological comparison of the structures of scientific research and engineering design: their similarities and differences , 1991 .

[7]  Hoong Chuin Lau,et al.  An auction mechanism for the last-mile deliveries via urban consolidation centre , 2014, 2014 IEEE International Conference on Automation Science and Engineering (CASE).

[8]  Seiko Shirasaka,et al.  Four-Layered Assurance Case Description Method Using D-Case , 2018 .

[9]  C. Grönroos,et al.  Critical service logic: making sense of value creation and co-creation , 2013 .

[10]  David S. Evans Some Empirical Aspects of Multi-sided Platform Industries , 2003 .

[11]  M. Gouthier,et al.  Delighting Consumers Click by Click , 2013 .

[12]  Chuansheng Chen,et al.  Response Style and Cross-Cultural Comparisons of Rating Scales Among East Asian and North American Students , 1995 .

[13]  Y. Engeström,et al.  Learning by expanding: An activity-theoretical approach to developmental research , 2014 .

[14]  Andrei Hagiu,et al.  Multi-Sided Platforms , 2015 .

[15]  M. Armstrong Competition in Two-Sided Markets ¤ , 2005 .

[16]  A. Gawer,et al.  Industry Platforms and Ecosystem Innovation , 2013 .

[17]  Chia-Chen Chen,et al.  Intelligent service-integrated platform based on the RFID technology and software agent system , 2011, Expert Syst. Appl..

[18]  Yuki Inoue Winner-Takes-All or Co-Evolution among Platform Ecosystems: A Look at the Competitive and Symbiotic Actions of Complementors , 2019, Sustainability.

[19]  Francesco Polese,et al.  Smart Service Systems and Viable Service Systems: Applying Systems Theory to Service Science , 2010 .

[20]  Mary Jo Bitner,et al.  Service Customization Through Employee Adaptiveness , 2005 .

[21]  David Gann,et al.  Architectural leverage: putting platforms in context , 2014, IEEE Engineering Management Review.

[22]  Rainer Alt,et al.  Sharing Economy , 2016, Bus. Inf. Syst. Eng..

[23]  James C. Spohrer,et al.  Service process visualization in nursing-care service using state transition model , 2012 .

[24]  W. DeSarbo,et al.  Response Determinants in Satisfaction Judgments , 1988 .

[25]  J. Schumpeter The Theory of Economic Development: An Inquiry into Profits, Capital, Credit, Interest, and the Business Cycle , 1934 .

[26]  J. Steenkamp,et al.  Emotions in consumer behavior: A hierarchical approach , 2005 .

[27]  Zinta S. Byrne,et al.  Perceived organizational support and performance: Relationships across levels of organizational cynicism , 2008 .

[28]  L. Jeppesen,et al.  UNPAID CROWD COMPLEMENTORS : THE PLATFORM NETWORK EFFECT MIRAGE , 2014 .

[30]  C. Grönroos Service Management and Marketing: Managing the Service Profit Logic , 2016 .

[31]  Alan R. Hevner,et al.  POSITIONING AND PRESENTING DESIGN SCIENCE RESEARCH FOR MAXIMUM IMPACT 1 , 2013 .

[32]  K. Weick FROM SENSEMAKING IN ORGANIZATIONS , 2021, The New Economic Sociology.

[33]  Ken Fukuda,et al.  Designing Digital Technology for Service Work: Systematic and Participatory Approach , 2019, Proceedings of the Design Society: International Conference on Engineering Design.

[34]  A. A. M. Ariffin,et al.  A preliminary study on customer expectations of hotel hospitality: influences of personal and hotel factors. , 2012 .

[35]  D. Goldsmith,et al.  Soliciting advice: The role of sequential placement in mitigating face threat , 2000 .

[36]  J. Rochet,et al.  Platform competition in two sided markets , 2003 .

[37]  Lotta Hassi,et al.  DESIGN THINKING IN THE MANAGEMENT DISCOURSE : DEFINING THE ELEMENTS OF THE CONCEPT , 2011 .

[38]  Jan Mendling,et al.  Conceptualizing smart service systems , 2017, Electronic Markets.

[39]  Mark Goh,et al.  Collaborative Urban Logistics – Synchronizing the Last Mile a Singapore Research Perspective , 2014 .

[40]  Norito Kawakami,et al.  Effects of a job crafting intervention program on work engagement among Japanese employees: a pretest-posttest study , 2016, BMC Psychology.

[41]  Xing Wan,et al.  Unraveling Platform Strategies: A Review from an Organizational Ambidexterity Perspective , 2017 .

[42]  A. Osborn Applied imagination : principles and procedures of creative problem-solving , 1957 .

[43]  Makiko Kouchi,et al.  Age-independent and age-dependent sex differences in gait pattern determined by principal component analysis. , 2016, Gait & posture.

[44]  Honorine Nocon,et al.  Special issue editors’ introduction: Activity theory and school innovation , 2008 .

[45]  Akihito Shimazu Individual- and Organizational-focused approaches in terms of Work Engagement , 2010 .

[46]  Martin Wetzels,et al.  Linking perceived service quality and service loyalty: a multi‐dimensional perspective , 1999 .

[47]  M. Moeller,et al.  Visual Thinking Strategies = Creative and Critical Thinking , 2013 .

[48]  Luciano Floridi,et al.  From What to How. An Overview of AI Ethics Tools, Methods and Research to Translate Principles into Practices , 2019, ArXiv.

[49]  Robert S. Kaplan,et al.  The role for empirical research in management accounting , 1986 .

[50]  A. Maslow Motivation and Personality , 1954 .

[51]  R. Oliver Customer delight: Foundations, findings, and managerial insight☆ , 1997 .

[52]  Karen A. Machleit,et al.  A Comparison of Attitudes and Emotions as Predictors of Behavior at Diverse Levels of Behavioral Experience , 1992 .

[53]  Bing Pan,et al.  A survey method for identifying key drivers of guest delight , 2008 .

[54]  R. Fisk,et al.  Multilevel Service Design: From Customer Value Constellation to Service Experience Blueprinting , 2011 .

[55]  Dwayne D. Gremler,et al.  An analysis of the interaction effect between employee technical and emotional competencies in emotionally charged service encounters , 2017 .

[56]  S. Chatterjee,et al.  Design Science Research in Information Systems , 2010 .

[57]  Yonghong Liu,et al.  Fault diagnosis for a solar assisted heat pump system under incomplete data and expert knowledge , 2015 .

[58]  Candace Blayney,et al.  Management Competencies: Are They Related to Hotel Performance? , 2009 .

[59]  Steven A. Taylor,et al.  Measuring Service Quality: A Reexamination and Extension , 1992 .

[60]  Qing Liu,et al.  Towards enhancing the last-mile delivery: An effective crowd-tasking model with scalable solutions , 2016 .

[61]  Jaap Paauwe,et al.  Employee Well‐Being and the HRM - Organizational Performance Relationship: A Review of Quantitative Studies , 2012 .

[62]  Otto Petrovic,et al.  Opportunities of mobile communication systems for applications in last-mile logistics , 2013, 2013 International Conference on Advanced Logistics and Transport.

[63]  D. Watson,et al.  Toward a consensual structure of mood. , 1985, Psychological bulletin.

[64]  Bernd Carsten Stahl,et al.  Ethics and Privacy in AI and Big Data: Implementing Responsible Research and Innovation , 2018, IEEE Security & Privacy.

[65]  Jen-Shou Yang,et al.  Analysis of competency differences among frontline employees from various service typologies: integrating the perspectives of the organisation and customers , 2009 .

[66]  L. S. Vygotskiĭ,et al.  Mind in society : the development of higher psychological processes , 1978 .

[67]  Samir Chatterjee,et al.  A Design Science Research Methodology for Information Systems Research , 2008 .

[68]  H. Chesbrough,et al.  Open Innovation and Strategy , 2007 .

[69]  Rohit Verma,et al.  The Cornell School of Hotel Administration on hospitality : cutting edge thinking and practice , 2012 .

[70]  Dwayne D. Gremler,et al.  Effects of perceived employee emotional competence on customer satisfaction and loyalty: The mediating role of rapport , 2013 .

[71]  Steven A. Taylor,et al.  An assessment of the relationship between service quality and customer satisfaction in the formation of consumers' purchase intentions , 1994 .

[72]  T. Takenaka,et al.  Sustainability of Service Intermediary Platform Ecosystems: Analysis and Simulation of Japanese Hotel Booking Platform-Based Markets , 2019, Sustainability.

[73]  Mauro Dell'Amico,et al.  Innovative Logistics Model and Containers Solution for Efficient Last Mile Delivery , 2012 .

[74]  Paolo Piciocchi,et al.  Re-defining the Role of Artificial Intelligence (AI) in Wiser Service Systems , 2018, Advances in Intelligent Systems and Computing.

[75]  Takeshi Kurata,et al.  IoH Technologies into Indoor Manufacturing Sites , 2019, APMS.

[76]  E. Morrison,et al.  WHEN EMPLOYEES FEEL BETRAYED: A MODEL OF HOW PSYCHOLOGICAL CONTRACT VIOLATION DEVELOPS , 1997 .

[77]  Vinnie Jauhari,et al.  An exploratory study of competencies required to co‐create memorable customer experiences in the hospitality industry , 2013 .

[78]  Katherine N. Lemon,et al.  Understanding Customer Experience Throughout the Customer Journey , 2016 .

[79]  Nuno Jardim Nunes,et al.  Customer experience modeling: from customer experience to service design , 2012 .

[80]  Paul P. Maglio,et al.  Data-Driven Understanding of Smart Service Systems Through Text Mining , 2018, Service Science.

[81]  Masaharu Tsujimoto,et al.  Genres of Complementary Products in Platform-Based Markets: Changes in Evolutionary Mechanisms by Platform Diffusion Strategies , 2017, Digital Disruptive Innovation.

[82]  Dominik Bork,et al.  Metamodels as a Conceptual Structure: Some Semantical and Syntactical Operations , 2019, The Art of Structuring.

[83]  Alexandra Medina-Borja,et al.  Editorial Column—Smart Things as Service Providers: A Call for Convergence of Disciplines to Build a Research Agenda for the Service Systems of the Future , 2015 .

[84]  Philip Yenawine Visual Thinking Strategies: Using Art to Deepen Learning Across School Disciplines , 2013 .

[85]  J Swanson,et al.  Business Dynamics—Systems Thinking and Modeling for a Complex World , 2002, J. Oper. Res. Soc..

[86]  A. Payne,et al.  Managing the co-creation of value , 2008 .

[87]  Simon Clatworthy,et al.  Service Innovation Through Touchpoints : Development of an Innovation Toolkit for the First Stages of New Service Development , 2011 .

[88]  H. Kehr,et al.  Prediction of attitude and behavioural intentions in retail banking , 2007 .

[89]  J. E. Swan,et al.  Postpurchase communications by consumers , 1989 .

[90]  Ron Adner,et al.  Ecosystem as Structure , 2017 .

[91]  Harold Cassab,et al.  Interaction fluency: a customer performance measure of multichannel service , 2006 .

[92]  E. Voorde,et al.  Characteristics and Typology of Last-mile Logistics from an Innovation Perspective in an Urban Context , 2011 .

[93]  Masaharu Tsujimoto,et al.  New market development of platform ecosystems: A case study of the Nintendo Wii , 2017, Technological Forecasting and Social Change.

[94]  Peng Huang,et al.  Co-Creation of Value in a Platform Ecosystem: The Case of Enterprise Software , 2011, MIS Q..

[95]  Ruth N. Bolton,et al.  A Multistage Model of Customers' Assessments of Service Quality and Value , 1991 .

[96]  Heiko Gebauer,et al.  ICT as a catalyst for service business orientation , 2013 .

[97]  J. W. Archer,et al.  A Novel Quasi-Optical Frequency Multiplier Design for Millimeter and Submillimeter Wavelengths , 1984 .

[98]  A. Bakker,et al.  The job demands-resources model : state of the art , 2007 .

[99]  B. Sparks Communicative Aspects of the Service Encounter , 1994 .

[100]  Lucy Kimbell,et al.  Beyond design thinking: Design-as-practice and designs-in-practice , 2009 .

[101]  J. Peiró,et al.  Relationships among Perceived Justice, Customers' Satisfaction, and Behavioral Intentions: The Moderating Role of Gender , 2001, Psychological reports.

[102]  Carmelo Cennamo,et al.  Platform competition: Strategic trade‐offs in platform markets , 2013 .

[103]  Juan Manuel Campos Benítez,et al.  Using fuzzy number for measuring quality of service in the hotel industry , 2007 .

[104]  Takeshi Kurata,et al.  A method of pedestrian dead reckoning for smartphones using frequency domain analysis on patterns of acceleration and angular velocity , 2014, 2014 IEEE/ION Position, Location and Navigation Symposium - PLANS 2014.

[105]  Michael Frese,et al.  Personal initiative at work: Differences between East and West Germany , 1996 .

[106]  Jun Ota,et al.  An Analysis of the Cognitive Processes Related to "Service Awareness" of Cabin Attendants , 2017, ICServ.

[107]  Michael Frese,et al.  The concept of personal initiative: Operationalization, reliability and validity in two German samples , 1997 .

[108]  Omar A. El Sawy,et al.  Assessing Information System Design Theory in Perspective: How Useful Was our 1992 Initial Rendition? , 2004 .

[109]  Cary L. Cooper,et al.  Diagnosing a healthy organization: A proactive approach to stress in the workplace. , 1995 .

[110]  D. Wittink,et al.  A model of consumer perceptions and store loyalty intentions for a supermarket retailer , 1998 .

[111]  C. Grönroos Adopting a service logic for marketing , 2006 .

[112]  James D. Dana,et al.  Remark on "Appropriateness and Impact of Platform - Based Product Development" , 2003, Manag. Sci..

[113]  Marlys K. Christianson,et al.  Sensemaking in Organizations: Taking Stock and Moving Forward , 2014 .

[114]  Alan R. Hevner,et al.  Design Science in Information Systems Research , 2004, MIS Q..

[115]  Irene C. L. Ng,et al.  Servitization and operations management: a service dominant-logic approach , 2014 .

[116]  Clark Hu,et al.  Service quality gap analysis toward customer loyalty: practical guidelines for casino hotels , 2005 .

[117]  Herbert A. Simon,et al.  The Sciences of the Artificial , 1970 .

[118]  R. Hensley,et al.  The Relative Importance of Food, Atmosphere, and Fairness of Wait , 2004 .

[119]  Andrew Peter Wallace McCarthy E DITOR ’ S C OMMENTS Diversity of Design Science Research , 2022 .

[120]  Moreno Muffatto,et al.  Developing product platforms:: analysis of the development process , 2000 .

[121]  Nigel Cross,et al.  Design Thinking: Understanding How Designers Think and Work , 2011 .

[122]  Wilfrid Utz,et al.  Visualization of Customer Satisfaction Linked to Behavior Using a Process-Based Web Questionnaire , 2019, KSEM.

[123]  R. Oliver Cognitive, affective, and attribute bases of the satisfaction response. , 1993 .

[124]  T. Takenaka,et al.  Effectiveness of Ecosystem Strategies for the Sustainability of Marketplace Platform Ecosystems , 2019, Sustainability.

[125]  Stephen L. Vargo,et al.  Institutions and axioms: an extension and update of service-dominant logic , 2016 .

[126]  J. Russell A circumplex model of affect. , 1980 .

[127]  James C. Spohrer,et al.  A research manifesto for services science , 2006, CACM.

[128]  Teresa Fernandes,et al.  The role of employee emotional competence in service recovery encounters , 2018, Journal of Services Marketing.

[129]  S. Voelpel,et al.  How Leaders Affect Followers’ Work Engagement and Performance: Integrating Leader−Member Exchange and Crossover Theory , 2017 .

[130]  Marc H. Meyer,et al.  Technology Strategy in a Software Products Company , 2015 .

[131]  Matthew T. Clements,et al.  Indirect Network Effects and the Product Cycle: Video Games in the U.S., 1994-2002 , 2004 .

[132]  D. Scholarios,et al.  Selecting hotel staff: why best practice doesn't always work , 2004 .

[133]  Christine Bauer,et al.  "Crowd logistics": the contribution of social crowds in logistics activities , 2016, Int. J. Web Inf. Syst..

[134]  Robert Harle,et al.  Location Fingerprinting With Bluetooth Low Energy Beacons , 2015, IEEE Journal on Selected Areas in Communications.

[135]  Desiree Hensel,et al.  Using Visual Thinking Strategies in Nursing Education , 2016, Nurse educator.

[136]  Tomoaki Hiruta,et al.  Maintenance IoT Project Framework for Extending Effects to All Stakeholders' Benefit , 2020, ICServ.

[137]  Jean-Louis Chandon,et al.  Service encounter dimensions ‐ a dyadic perspective: Measuring the dimensions of service encounters as perceived by customers and personnel , 1997 .

[138]  C. Grönroos Value co-creation in service logic: A critical analysis , 2011 .

[139]  Cynthia M. Webster,et al.  To Delight, or Not to Delight? This is the Question Service Firms Must Address , 2010 .

[140]  Stephen L. Vargo,et al.  Extending the context of service: from encounters to ecosystems , 2015 .

[141]  Jonathan D. Barsky,et al.  Evoking Emotion Affective Keys to Hotel Loyalty , 2002 .

[142]  R. Oliver Whence Consumer Loyalty? , 1999 .

[143]  Dan Padgett,et al.  Communicating Experiences: A Narrative Approach to Creating Service Brand Image , 1997 .

[144]  James G. Maxham,et al.  Corridors of Influence in the Dissemination of Customer-Oriented Strategy to Customer Contact Service Employees , 2000 .

[145]  L.J. Leifer,et al.  Engineering design thinking, teaching, and learning , 2005, IEEE Engineering Management Review.

[146]  Y. Engeström,et al.  Studies of expansive learning: Foundations, findings and future challenges , 2010 .

[147]  Sara A. Whitcomb,et al.  Teaching Applied Behavior Analysis Knowledge Competencies to Direct-Care Service Providers: Outcome Assessment and Social Validation of a Training Program , 2010, Behavior modification.

[148]  Erica Smith,et al.  Strategy and human resource management , 2013 .

[149]  Yoram Wind,et al.  Multiattribute decisions in marketing : a measurement approach , 1973 .

[150]  J. Rochet,et al.  Two-sided markets: a progress report , 2006 .

[151]  R. Wise,et al.  Go Downstream: The New Profit Imperative in Manufacturing , 1999 .

[152]  G. L. Shostack,et al.  How to Design a Service , 1982 .

[153]  R. J. Bogumil,et al.  The reflective practitioner: How professionals think in action , 1985, Proceedings of the IEEE.

[154]  N. Kano,et al.  Attractive Quality and Must-Be Quality , 1984 .

[155]  Eric S. K. Yu,et al.  Towards modelling and reasoning support for early-phase requirements engineering , 1997, Proceedings of ISRE '97: 3rd IEEE International Symposium on Requirements Engineering.

[156]  James C. Spohrer,et al.  Digital Service: Technological Agency in Service Systems , 2019, HICSS.

[157]  V. Mahajan,et al.  Delight by Design: The Role of Hedonic versus Utilitarian Benefits , 2008 .

[158]  Yasushi Umeda,et al.  Research needs and challenges faced in supporting scenario design in sustainability science: a literature review , 2016, Sustainability Science.

[159]  José Hernández-Orallo,et al.  AI Extenders: The Ethical and Societal Implications of Humans Cognitively Extended by AI , 2019, AIES.

[160]  R. Calvo,et al.  Positive Computing: Technology for Wellbeing and Human Potential , 2014, Psychology Teaching Review.

[161]  Rachel Cooper,et al.  Design Thinking and Design Management: A Research and Practice Perspective , 2009 .

[162]  M. Moorman The M eaning of Visual Think ing Strategies for Nursing Students , 2015 .

[163]  S. Kelley Developing Customer Orientation among Service Employees , 1992 .

[164]  R. N. Kanungo,et al.  The Empowerment Process: Integrating Theory and Practice , 1988 .

[165]  Thomas O. Jones,et al.  Why Satisfied Customers Defect , 1996 .

[166]  Stephen L. Vargo,et al.  Evolving to a New Dominant Logic for Marketing , 2004 .

[167]  Sl Sauter,et al.  Organizational health : A new paradigm for occupational stress research at NIOSH , 1996 .

[168]  Paul P. Maglio,et al.  The service system is the basic abstraction of service science , 2008, Proceedings of the 41st Annual Hawaii International Conference on System Sciences (HICSS 2008).

[169]  Timothy A. Judge,et al.  Emotional Stability, Core Self-Evaluations, and Job Outcomes: A Review of the Evidence and an Agenda for Future Research , 2004, Human Performance.

[170]  Timothy R. Hinkin,et al.  The customer's role in the service encounter: The effects of control and fairness , 2003 .

[171]  Robert Winter,et al.  Interview with Alan R. Hevner on “Design Science” , 2009, Business & Information Systems Engineering.

[172]  L. C. Pigage,et al.  Motion and time study , 1954 .

[173]  A. Gawer Bridging differing perspectives on technological platforms: Toward an integrative framework , 2014 .

[174]  Saras D. Sarasvathy,et al.  Effectuation , 2008 .

[175]  Erik Kaestner,et al.  The Mechanical Design Process , 2016 .

[176]  Pai Zheng,et al.  A systematic design approach for service innovation of smart product-service systems , 2018, Journal of Cleaner Production.

[177]  V. Zeithaml Service quality, profitability, and the economic worth of customers: What we know and what we need to learn , 2000 .

[178]  Donald C. Barnes,et al.  Implementing a Delight Strategy in a Restaurant Setting , 2016 .

[179]  Jay F. Nunamaker,et al.  Systems Development in Information Systems Research , 1990, J. Manag. Inf. Syst..

[180]  Masato Nakajima,et al.  Measurement and description of nursing-care service process , 2015 .

[181]  R. Oliver,et al.  The Dimensionality of Consumption Emotion Patterns and Consumer Satisfaction , 1991 .

[182]  Janet R. Mccoll-Kennedy,et al.  Service provider training programs at odds with customer requirements in five‐star hotels , 1997 .

[183]  Bernhard Thalheim,et al.  Handbook of Conceptual Modeling - Theory, Practice, and Research Challenges , 2011 .

[184]  E. Ineson,et al.  The Use of Biodata for Hotel Employee Selection , 1992 .

[185]  Tim Baines,et al.  Towards an operations strategy for product-centric servitization , 2009 .

[186]  Lynne M. Andersson Employee Cynicism: An Examination Using a Contract Violation Framework , 1996 .

[187]  A. Edmondson Psychological Safety and Learning Behavior in Work Teams , 1999 .

[188]  P. Wilton,et al.  Models of Consumer Satisfaction Formation : An Extension , 1988 .

[189]  C. Prahalad,et al.  Co-creation experiences: The next practice in value creation , 2004 .

[190]  Duane T. Wegener,et al.  Attitudes and attitude change. , 1997, Annual review of psychology.

[191]  R. Peccei Human Resource Management And The Search For The Happy Workplace , 2004 .

[192]  Philip J. Cook,et al.  The Winner-Take-All Society: Why the Few at the Top Get So Much More Than the Rest of Us , 1996 .

[193]  Taeshik Gong,et al.  Customer participation and citizenship behavioral influences on employee performance, satisfaction, commitment, and turnover intention , 2011 .

[194]  S. Hobfoll,et al.  Resource loss, resource gain, and emotional outcomes among inner city women. , 2003, Journal of personality and social psychology.

[195]  Kathleen Gribble,et al.  COMPETENCE AT WORK , 1991 .

[196]  Gil Preuss,et al.  Manufacturing Advantage: Why High-Performance Work Systems Pay Off , 2001 .

[197]  A. Gawer,et al.  Towards a Theory of Ecosystems , 2018, Strategic Management Journal.

[198]  Thomas R. Eisenmann,et al.  Strategies for Two Sided Markets , 2006 .

[199]  J. Peiró,et al.  Linking organizational resources and work engagement to employee performance and customer loyalty: the mediation of service climate. , 2005, The Journal of applied psychology.

[200]  Eng Chew,et al.  Service Innovation for the Digital World , 2014, Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model..

[201]  Harri Oinas-Kukkonen,et al.  Cross-platform service user experience: a field study and an initial framework , 2010, Mobile HCI.

[202]  A. Bakker,et al.  Positive Emotions , 2011 .

[203]  Mary Jo Bitner,et al.  Evaluating service encounters: The effects of physical surroundings and employee responses. , 1990 .

[204]  J. Alcamo,et al.  Scenarios as Tools for International Environmental Assessments , 2002 .

[205]  H. Ansoff Corporate strategy : an analytic approach to business policy for growth and expansion , 1965 .

[206]  Jess Whittlestone,et al.  The Role and Limits of Principles in AI Ethics: Towards a Focus on Tensions , 2019, AIES.

[207]  Stephen L. Vargo,et al.  Service-dominant logic 2025 , 2017 .

[208]  D. Peppers,et al.  Is your company ready for one-to-one marketing? , 1999, Harvard business review.

[209]  A. Parasuraman,et al.  SERVQUAL: A multiple-item scale for measuring consumer perceptions of service quality. , 1988 .

[210]  Marlys K. Christianson,et al.  Happiness, Health, or Relationships? Managerial Practices and Employee Well-Being Tradeoffs , 2007 .

[211]  S. Vandermerwe,et al.  Servitization of business : Adding value by adding services , 1988 .

[212]  Ahmed K. Farahat,et al.  Collaborative Creation with Customers for Predictive Maintenance Solutions on Hitachi IoT Platform , 2016 .

[213]  Dongjoo Park,et al.  Effect Analysis of Logistic Collaboration in Last-mile Networks for CEP Delivery Services , 2016 .

[214]  J. Hertin,et al.  Socio-economic futures in climate change impact assessment: using scenarios as ‘learning machines’ , 2002 .

[215]  C. Grönroos,et al.  The service revolution and its marketing implications: service logic vs service-dominant logic , 2014 .

[216]  C. Shaw,et al.  Building Great Customer Experiences , 2002 .

[217]  J. L. Pierce,et al.  The State of Psychological Ownership: Integrating and Extending a Century of Research , 2003 .

[218]  P. Blau Exchange and Power in Social Life , 1964 .

[219]  Ulla Johansson-Sköldberg,et al.  Design Thinking: Past, Present and Possible Futures , 2013 .

[220]  Alan Borning,et al.  Value Sensitive Design and Information Systems , 2020, The Ethics of Information Technologies.

[221]  Banwari Mittal,et al.  The role of personalization in service encounters , 1996 .

[222]  Kyo Suh,et al.  Leveraging socially networked mobile ICT platforms for the last-mile delivery problem. , 2012, Environmental science & technology.

[223]  Masanori Takehara,et al.  Service-Operation Estimation in a Japanese Restaurant Using Multi-Sensor and POS Data , 2011 .

[224]  Susan M. Keaveney,et al.  Customer Switching Behavior in Service Industries: An Exploratory Study , 1995 .

[225]  M. Frese,et al.  Linking service employees' emotional competence to customer satisfaction: a multilevel approach , 2008 .

[226]  François Charoy,et al.  CrowdSC: Building Smart Cities with Large-Scale Citizen Participation , 2013, IEEE Internet Computing.

[227]  Marina Jirotka,et al.  Ethical governance is essential to building trust in robotics and artificial intelligence systems , 2018, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[228]  Shozo Takata Life Cycle Maintenance , 1999 .

[229]  Marc H. Meyer,et al.  The power of product platforms : building value and cost leadership , 1997 .

[230]  Daniel Amyot,et al.  URN: Towards a New Standard for the Visual Description of Requirements , 2002, SAM.

[231]  Mary Jo Bitner,et al.  The Service Encounter: Diagnosing Favorable and Unfavorable Incidents: , 1990 .

[232]  Adam Finn,et al.  Customer Delight , 2012 .

[233]  M. Iansiti,et al.  Entry into Platform-Based Markets , 2012 .

[234]  Venkatesh Shankar,et al.  Customer value, satisfaction, loyalty, and switching costs: An illustration from a business-to-business service context , 2004 .

[235]  Yusuke Kishita,et al.  Designing backcasting scenarios for resilient energy futures , 2017 .

[236]  A. Caruana Service loyalty: The effects of service quality and the mediating role of customer satisfaction , 2002 .

[237]  Kirk R. Karwan,et al.  A Note on the Growth of Research in Service Operations Management , 2009 .

[238]  D. Dalli,et al.  Theory of value co-creation: a systematic literature review , 2014 .

[239]  Ibrahim Ilhan,et al.  The Human Dimension , 2010 .

[240]  Alisha Stein,et al.  Towards the identification of customer experience touch point elements , 2016 .

[241]  Chia-Jung Chang The different impact of fluency and disfluency on online group-buying conforming behavior , 2018, Comput. Hum. Behav..

[242]  Ruth Mugge,et al.  The Design of Smart Product-Service Systems (PSSs): An Exploration of Design Characteristics , 2015 .

[243]  Leading in Cynical Times , 2005 .

[244]  Alex Delis,et al.  An Interactive Freight-Pooling Service for Efficient Last-Mile Delivery , 2015, 2015 16th IEEE International Conference on Mobile Data Management.

[245]  Adam Finn Reassessing the Foundations of Customer Delight , 2005 .

[246]  S. Hyun Predictors of relationship quality and loyalty in the chain restaurant industry. , 2010 .

[247]  Michael C. Ottenbacher,et al.  Innovation Management in the Hospitality Industry: Different Strategies for Achieving Success , 2007 .