Study of the relationship between consumer engagement in the value co-creation and customer satisfaction in the hospitality industry Antonina Korelina Postgraduate student Department of Company Marketing, Management Faculty Higher School of Economics korelina.as@gmail.com Abstract The article presents the results of a study of the relationship between consumer engagement in the value co-creation and customer satisfaction and loyalty in the hospitality industry. This relationship is considered through a prism of customer experience, taking into account various forms of consumer participation in the value co-creation and various forms of co-creation activities in the hospitality industry. Based on this research the classification of forms of co-creation activities in the hospitality industry and a conceptual model describing the relationship between the consumer engagement in the value co-creation and customer satisfaction and loyalty was developed. Quantitative and qualitative content analysis of tourist comments in social media related to hotels in Moscow was conducted. KEYWORDS: value co-creation, customer engagement, customer satisfaction, customer loyalty, hospitality industry, hotel industry content analysis Introduction In recent years there has been a rapid growth of the hospitality industry in Russia. Today one of the greatest challenges faced by the companies in the hospitality industry is the evergrowing pace of competition. One of the biggest sectors of the hospitality industry in Russia is the hotel industry. The competitive situation in the hotel industry has changed fundamentally and will do so in the future. These changes are characterized by quantitative growth in the number of market actors as well as by significant changes in strategic behavior of market actors. Such development is largely due to the recent entrance of international hotel chains with their extensive experience in marketing and interaction with customers. Hence a focus on customer satisfaction and loyalty is likely to become a necessary aspect for the future survival of these organizations in highly competitive hospitality industry. According to Pine and Gilmore, co- creating new experiences with customers is the solution to this problem, because co-creation can affect customer satisfaction and loyalty as it allows customers to personalize the content of their experience (Pine, Glmore, 1999; Prahalad, Ramaswamy, 2000; Pingitore, Seldin, Walker, 2010). Prahalad and Ramaswamy introduced the concept of co-creation in 2000 in their Harvard Business Review article "Co-Opting Customer Competence", where they defined co-creation as an active creative and social process based on collaboration between companies and consumers that is initiated by the firm to generate value both for the firm and the customer. Value for the customer is unique experience acquired and value for the firm is the growth of knowledge about the customer, based on which a company can create the best customer value supply in the market (Prahalad, Ramaswamy, 2000). A new role of the consumer in an interaction within the company and the concept of open innovations lead to co-creation between the company and its consumers (Bendapudi, Leone, 2003). Many companies do not know what knowledge and experience their customers have, so they need to attract customers and create an environment for open communication that will allow consumers to implement their knowledge for the benefit of the other participants and the company (Prahalad, Ramaswamy, 2004). Co-creation increases the likelihood of having a higher percentage of successful new products, as the company knows customer needs and how to meet them in the best way, so that solves the problem of information asymmetry between producers and customers (Thomke, Von Hippel, 2002). While investigating customer co-creation, we refer to customer value as to all the material and emotional gain a customer gets or creates in cooperation with a company. In the changing market environment, as consumers become more active and informed, it is necessary to create value for consumers by active interactions with them (Prahalad, Ramaswamy, 2004). Today companies can differentiate themselves from competitors not only by quality and cost of their services, but also by the ability to co-create unique value with consumers. The concept of consumer engagement in the value co-creation is widely covered in the marketing literature. Jaworski and Kohli find that because the offer is co-created, it is certain to meet customer needs. Therefore, a rise in co-created offers is supposed to increase customer satisfaction (Jaworski, Kohli, 2006; Payne, 2008). The process of co-creation increases the tendency to repeat positive experience on the part of the customer because the firm generates unique insights into the co-creating customers’ sources of value (Randalla, Gravierb, Prybutokc, 2011). Therefore co-creation represents a source of significant competitive advantage due to increased customer satisfaction and positive impact on customer loyalty. Nowadays companies find it hard to position themselves in the eyes of consumers in the highly competitive hospitality industry. Both searching for and booking tourism experiences is 2 increasingly done on-line. These changes were largely influenced by the development of information technology, which adds value to the end user since up to date information and prices can be compared before booking. Consumers assessing value pre-purchase can choose a higherpriced hotel if non-price information about this hotel suggests a superior experience during the stay there (Noone, McGuire, 2013). It forces companies to compete even more not only on price but on the ability to co-create unique experience as well. So according to Pine and Gilmore, creating and supplying experiences will be a way for companies to survive in even more competitive environment in future (Binkhorst, 2006). To tackle management problems, CEOs in hospitality industry have to offer a means of engaging customers into the company’s value creation chain. Despite considerable potential of the hospitality industry, Russia is currently lagging behind the developed countries in this aspect. This study will foster the spread of the ideas of co-creation marketing in Russian hospitality industry. To conclude, despite the large amount of research on customer satisfaction and loyalty in the tourism industry, there are only a few publications on unique experiences and their relationship with customer satisfaction in the hospitality industry. Also there is no consensus among scholars and practitioners on precise definition of the consumer engagement in the value co-creation and its measure. The existing definitions of this notion are too broad to develop a fine scale to estimate it. Thus, in regard to Russian tourism industry, the proposed study can be considered a first effort, firstly, to examine the role of co-creation and peculiarities of using it in the hospitality industry, and, secondly, to investigate how co-creation influences customer satisfaction and loyalty. The research will investigate new ways to involve a consumer directly in the value chain development, as well as different tools to improve customer satisfaction and loyalty. This study is important because the existing models and concepts in marketing, in particular the concept of co-creation, can be tested in the emerging markets such us Russian tourism market in order to push the boundaries of the existing theory. It is anticipated that the results of this study will help improve the concept of co-creation for the Russian business environment, thus making it more usable to Russian firms. Co-creation in the hotel industry With the development of new forms of interaction with customers such as co-production, crowdsourcing and social media companies can more effectively use consumer innovation potential. Crowdsourcing is based on the process of outsourcing the phase of idea generation to a potentially large population in the form of an open call (Poetz M. K., Schreier M., 2012). Coproduction is based on the involvement of customers. In service encounters «customers are 3 usually physically present to receive the service and are often called on to provide critical information that is necessary for the effective delivery of the service» [Chathotha P., Altinayb L., Harringtonc R. J., Okumusd F., Chane E. S.W., 2013, p. 12]. Co-production is gaining more importance today in the hotel industry. Although hotels have begun to develop social media programs in order to attract and retain clients, the hotel industry has yet to fully explore the potential of social media (Noone, McGuire, Rohlfs, 2011). According to Kohler, Fueller, Matzler and Stiegerand the critical challenge for cocreation in virtual worlds is not so much the technological infrastructure, but the ability to create an experience for consumers. Hence, companies have to think about how they should attract qualified participants and establish a virtual community characterized by a shared consciousness of kind and mutual support (Kohler, Fueller, Matzler, Stiegerand, 2011). According to Vargo and Lush co-production is one of the important components of value co-creation, which is the motor of a service sector (Vargo, Lush, 2006). Co-production implies customer participation in the creation of the products and services. Komlosi and Gyuracz-Nemeth view value co-creation as a fundamental factor gaining more importance in the hotel industry today (Komlosi, Gyuracz-Nemeth, 2010). Komlosi and Gyuracz-Nemeth’s research is devoted to studying co-creation in hotel business in Hungary. Their article focuses on testing the hypothesis that value co-creation is essential to hotels however hotel managers are usually not aware of its existence or do not call it co-creation. In the search of determinants of customer satisfaction, researches proposed customer engagement in value co-creation as one of the components. Thus, Giebelhausen, Chun and Cronin study the relationship between co-creation and guest satisfaction in the hotel industry. The authors reveal that customers are more satisfied when they voluntarily participate in green programs requiring some sacrifice (Giebelhausen, Chun, Cronin, 2013). Brunner-Sperdin, Peters and Strobl reveal that there is strong relationship between the emotional state of customers and customer satisfaction, where the emotional state depends on leisure experience, hardware and human ware (Brunner-Sperdin, Peters, Strobl, 2012). A brief literature review reveals that there are studies on consumer engagement in value co-creation (e.g. Brodie, Ilic, Juric, Hollebeek, 2011; Brodie, Hollebeek, Smith 2011; Brodie, Hollebeek, 2011), and there are publications about the relationship between customer satisfaction and customer experiences namely the relationship between customer satisfaction and guest emotions (e.g. Brunner-Sperdin, Peters, 2009); brand experience and customer satisfaction and loyalty (e.g. Brakus, Schmitt, Zarantonello, 2009), tourism experiences and consumer involvement (e.g. Kim, Ritchie, McCormick, 2012). Therefore nowadays there is a lack of 4 empirical studies concerning the relationship between consumer engagement in value co-creation and customer satisfaction and loyalty. Purpose and objectives of the study Purpose of the study is to define relevant forms of co-creation activities and relevant forms of consumer engagement in the value co-creation in the hotel industry in Moscow to increase customer satisfaction and loyalty. We narrow the research domain to one of the largest Russian cities - Moscow for the following reasons, firstly, Moscow is the leader in the number of rooms in hotels and, secondly, in the number of five-star category hotels of all Russian cities. The main purpose of this study subsumes several objectives of the research: 1. Develop a classification of forms of co-creation activities in the hotel industry; 2. Study how hotels in Moscow are ready to co-create the experience environment and involve clients in the value co-creation (finding examples of consumer engagement in the value cocreation in the hotel industry in Russia (Moscow)); 3. Assess the relationship between the consumer engagement in the value co-creation and customer satisfaction and loyalty (conducting content analysis of tourist comments in social media related to hotels in Moscow); 4. Develop a conceptual model describing the relationship between the consumer engagement in the value co-creation and customer satisfaction and loyalty in the hotel industry; Methodology and data This research proceeds through two stages. Firstly, secondary data analysis was conducted to investigate do hotels in Moscow co-create the experience environment. Secondly, content analysis of tourist comments in social media (tripadvisor.ru) related to hotels in Moscow that use customer experience as a source of value creation was conducted to assess the relationship between the consumer engagement in the value co-creation and customer satisfaction and loyalty. Classification of forms of co-creation activities in the hotel industry The classification of forms of co-creation activities in the hotel industry was based on a co-production/co-creation matrix developed by Chathotha et al. (2013). This matrix describes four types of company - consumer interactions depending on the location and type of the cocreated value: co-production, firm-driven service innovation, customer-driven customization and co-creation (Fig. 1) [Chathotha et al., 2013 ]. 5 Figure 1. Co-production/co-creation matrix To study how hotels are ready to co-create the experience environment examples of consumer engagement in the value co-creation in the hotel industry in Moscow have been analyzed. Co-production. The elements of co-production in Moscow hotels are represented by self-reservation using web-sites or mobile applications, buffet breakfast in hotels and self-service in hostels. Firm-driven service innovation. For instance, testing hotel websites and testing sleepboxes at Sheremetyevo Airport can be considered as service innovation. Since sleepboxes was a new business model for the Russian market, initially it was tested at Sheremetyevo Airport on a small scale. After that, taking customer needs into account, a hotel near the Belarusian railway station was opened. Customer-driven customization. More often high price segment hotels offer clients customized services. For instance, five-star hotel Crowne Plaza Moscow offers clients customized entertainment program. Personal Activities Director and professional team help customers to develop, plan and manage the event. Co-creation. Hotels being actively involved in consumer co-creation and characterized by keenness to innovate use several ways to involve consumers in value co-creation. Service «Dinner on the roof» was co-created by the five-star hotel "Swissotel" with clients. Many examples of consumer engagement in the value co-creation were found in hostels. Hostel "Fabrika" co-creates its design together with clients, providing free accommodation in exchange for painting. Hostels "Bear Hostel" and "Dom" involve clients in price-setting (co-pricing). "Bear 6 Hostel" works on a "pay what you want" scheme. It offers clients to point optimal hostel rates per night online, then backpackers get a confirmation from the hostel staff about the possibility of booking at this price. Hostel "Dom" sets bike rental prices based on its customers' feedback. "Da! Hostel" held an online competition for the best bike hostel name where customers could vote for the best ones or offer their owns. Secondary data analysis revealed that despite the fact that co-creation is not wide spread in hotel industry in Moscow and is not part of marketing strategy for many hotels in Moscow nowadays hotels pay a lot of attention to collecting and analyzing information about their clients. For this reason feedback will be concerned in this research as one of the types of engaging customers in value co-creation. Wei, Miao and Huang (2013) also consider user generated hotel reviews as a type of customer engagement behaviors (Wei W., Miao L., Huang Z., 2013). Feedback. Almost all hotels of different categories analyze tourist comments in social media, hotel websites as well as specialized resources (such as tripadvisor.com) and react to them. High price category hotels have customer databases, where they keep personal data of clients, information about the frequency of visits of guests and their individual preferences. For instance, five-star hotel "Ritz-Carlton" uses database management system to alter guests’ experiences by documenting and retrieving specific guest preferences when they return - without specifically asking the guests for their preferences. Hotel employees make notes of individual preferences and enter them into a guest preference system. The value of customer databases increases especially for hotel chains when customers stick to those hotels they already visited. Five-star hotel "InterContinental" also uses customer database; distributes questionnaires to assess customer satisfaction; analyzes comments on hotel website, Facebook, tripadvisor.com, gives feedback and interviews clients staying for more than 4 days. The result of the analysis of examples of consumer engagement in the value co-creation in the hotel industry in Moscow is the classification of forms of co-creation activities in the hotel industry (Fig. 2). For the hotel industry five forms of co-creation activities have been allocated. 1. Feedback: 1.1 Analyzing customer reviews 1.2 Customer database 1.3 Questionnaires to assess customer satisfaction 1.4 Client Interviewing 1.5 Focus groups 2. Co-production: 2.1 Self reservation 2.2 Self check-in and check-out 7 2.3 Self-service (restaurant, etc.) 2.4 Participation in hotel green programs 2.5 Participation in hotel competitions (best photo, etc.) 3. Firm-driven service innovation: 3.1 Testing website/electronic applications 4. Customer-driven customisation: 4.1 Customized products & services (menu, entertainment program, press, etc.) 5. Co-creation: 5.1 Co-creating hotel concept 5.2 Co-creating hotel design (idea generation/direct participation) 5.3 Involvement in price-setting 5.4 Creating online/offline consumer community Figure 2 shows how these five types of value co-creation differs in terms of level of consumer engagement in value co-creation and level of personalization of value created. Figure 2. Updated typology of the consumer engagement in the value co-creation in the hotel industry With the introduction of a new type of co-creation (feedback) the basic co-creation criteria, offered by Chathotha et al. had to be revised. To classify co-creation, we used two 8 features: the degree of customer engagement and the level of personalization of the value created. The first one characterizes the customer role in cooperation with a company. In case of low customer engagement, co-creation is initiated and operated by a company, which provides consumers with limited freedom of action for the establishment or improvement of existing products / services. In case of high customer engagement, a company gives its co-creation partners freedom of action and decision. This motivates customers to participate in co-creation to satisfy their individual needs. Thanks to motivation and customer interest in co-creation, they are willing to take more effort in co-creation. Also mentioned types of co-creation differ in the level of personalization of the value created. Co creation reflects more active side of customer engagement in value co-creation. The higher the customer engagement the higher the level of personalization of the value created. Cocreation in the raw has the greatest degree of the customer engagement in cooperation with a company. It also requires a lot of effort from a client and helps to create the most personalized customer value. The mentioned list of co-creation types does not cover all possible types of cocreation in hospitality industry but still is quite extensive and representative. Conceptual model describing the relationship between the consumer engagement in the value co-creation and customer satisfaction and loyalty in the hotel industry To assess the relationship between the consumer engagement in the value co-creation and customer satisfaction and loyalty quantitative and qualitative content analysis of tourist comments in tripadvisor.com related to hotels in Moscow that use customer experience as a source of value creation was conducted. Content analysis proceeds through several stages: 1. Selecting content for analysis and defining units of analysis (using stratified sampling); 2. Estimating the tonality of tourist comments using subjective rating scale (from - 3 to 3); 3. Coding the content (emergent coding1); 4. Making mind-map describing the relationship between the consumer engagement in the value co-creation and customer satisfaction and loyalty using ATLAS.ti 5.0; 5. Specifying categories describing the relationship between the consumer engagement in the value co-creation and customer satisfaction and loyalty (priori coding2); 6. Applying coding to the data using specified categories; 1 Emergent coding - categories are established following some preliminary examination of the data 2 Priori coding - categories are established prior to the analysis based upon some theory 9 7. Data analysis: performing frequency analysis and assessing the relationship between specified categories (correlation analysis – Spearman correlation coefficient); 8. Identification and analysis of hubs (relationships between the main components of the model). Hub is considered as statistically significant relationship between one of the main components of the model with the frequency exceeding 80% and at least two other constructs of the model (correlation coefficient> = 0.5, 95% significance level) (Krippendorff, 2004); The methodology developed by Krippendorff (2004) was used as it allows to assess the relationship between components of the research model using only qualitative data. To conduct content analysis the sample of Moscow hotels was formed, which included hotels of different categories (tab. 1). Table 1 Characteristics of hotels Name DA! Hostel Fabrika Hostel Category - Hotel Bega Description Hostel Hostel chain 3* National hotel Aerostar 4* Moscow Marriott Grand Hotel Holiday Inn Moscow Lesnaya Hotel Baltschug Kempinski Moscow International hotel chain 5* Lotte Hotel Moscow Radisson Royal Hotel Moscow Site http://www.tripadvisor.com contains reviews both in Russian and in English for each hotel. In almost all cases reviews in English are prevailing. In order to make the sample representative reviews in English were included in the sample in the amount equal to the amount of reviews in Russian maintaining the ratio of positive, neutral and negative reviews. Stratified sampling was formed according to the formula: x + x/(x+y) * (x+y) * y1/y + x/(x+y) * (x+y) * y2/y + x/(x+y) * (x+y) * y3/y, where x – the amount of reviews in Russian, y – the amount of reviews in English, y1 – the amount of positive reviews in English, y2 – the amount of neutral reviews in English, y3 – the amount of negative reviews in English (tab. 2). Table 2 10 Sample description Hotel name Hotel category Total number of reviews Number of Russian reviews Number of English reviews Number of analyzed Aerostar Moscow Marriott Grand Hotel Holiday Inn Moscow Lesnaya Hotel Baltschug Kempinski Moscow Lotte Hotel Moscow Radisson Royal Hotel Moscow 3* 4* 4* 4* 5* 5* 5* 13 70 80 315 193 200 271 222 1397 21 5 16 13 13 30 11 48 41 198 12 8 54 67 302 163 189 223 181 1199 24 13 32 26 26 60 22 96 82 381 DA! Hostel Fabrika Hostel Hotel Bega Hostel Hostel 33 Total reviews The results of reviews tonality evaluation are presented in Fig. 3. More than half of the reviews were positive (75%), 12% - neutral and 13% - negative. 41 3 23 2 11 1 12 0 4 -1 5 -2 4 -3 0 10 20 30 40 50 Figure 3. Tonality estimation of tourist comments using subjective rating scale (from - 3 to 3), % For each hotel the number of positive reviews also exceeds the number of neutral and negative (tab. 3). Table 3 Tonality estimation of tourist comments per hotel, % DA! Hostel Fabrika Hostel Hotel Bega Aerostar Holiday Inn Moscow Lesnaya 2 Hotel Baltschug Kempinski Moscow 5 Lotte Hotel Moscow 8 Moscow Marriott Grand Hotel 12 2 Radisson Royal Hotel Moscow 6 -3 4 8 0 -2 0 23 0 15 12 3 18 1 4 -1 8 8 0 8 0 3 5 3 4 11 0 13 15 0 15 8 22 9 13 10 1 4 8 19 35 0 23 9 2 10 2 8 31 28 19 38 32 23 11 26 3 63 8 53 0 31 15 32 68 41 Fig. 4 shows the average rating of reviews tonality evaluation. However, it should be noted that positive review can not clearly indicate customer satisfaction. 2.34 Hotel Bega 3* 2.17 Lotte Hotel 5* 1.88 DA! Hostel 1.56 Radisson Royal Hotel 5* 1.17 Holiday Inn Lesnaya 4* 1.12 Marriott Grand Hotel 4* 0.95 Hotel Baltschug Kempinski 5* 0.15 Fabrika Hostel Аэростар Aerostar 4* 4* 0.12 0 0.5 1 1.5 2 2.5 Figure 4. Average rating of reviews tonality evaluation Fig. 5. shows the mind-map describing the relationship between the consumer engagement in the value co-creation and customer satisfaction and loyalty based on codes allocated during qualitative content analysis. The mind-map shows what factors shape customer satisfaction and loyalty. Combining the mind-map with quantitative study of customer satisfaction allows to determine problem areas that require improvement. 12 Figure 5. Mind-map describing the relationship between the consumer engagement in the value co-creation and customer satisfaction and loyalty Frequency analysis of specified categories describing the research model of the relationship between the consumer engagement in the value co-creation and customer satisfaction and loyalty in the hotel industry was conducted (Fig. 6). Constructs of the model were generated based on the analysis of the literature on relevant topics. Constructs describing customer satisfaction and loyalty are based on the study of Pingitore G. et al. (2010) (Pingitore, Seldin, Walker, 2010). Figure 6. Conceptual model describing the relationship between the consumer engagement in the value co-creation and customer satisfaction and loyalty in the hotel industry In 99% of cases consumers mention the quality of food and beverage in their reviews. More than half of the analyzed reviews contained information about the personnel, reasons for the preference and facilities. And only in 5% of cases consumers mention co-creation in their reviews (Fig. 7). A la carte service (including Breakfast) 99 Guest Room 93 Staff 61 Reason for the preference 54 Facilities 50 Price to value 47 Hotel Services 26 Purpose of this stay 23 Reservations & Check-in/out 21 Willingness to recommend 20 Willingness to return 16 Co-creation 5 Reputation of the hotel chain 3 0 20 40 60 80 100 120 Figure 7. Frequency analysis of specified categories describing the model To identify sustainable components of the research model Spearman correlation coefficient were calculated between the main components of the model. Then hubs (statistically significant relationship between one of the main components of the model and at least two other constructs of the model) were analyzed (Fig. 8). 15 Reason for the Purpose of stay preference Spearman's rho Purpose of stay Hotel Services Willingness to Reputation of Willingness to return Price to value the hotel chain recommend Facilities Cocreation -.050 .027 .045 .041 ,152** .075 .016 .039 -.011 .064 .068 ,237** . .347 .616 .403 .441 .004 .159 .768 .466 .830 .231 .199 .000 355 355 355 355 355 355 353 355 355 355 355 355 355 -.050 1.000 -,175** ,117* -.002 -.101 .001 -,166** .014 .066 -.076 .029 .046 .347 . .001 .028 .977 .056 .992 .002 .796 .213 .151 .589 .387 355 355 355 355 355 355 353 355 355 355 355 355 355 Correlation Coefficient Sig. (2-tailed) .027 ** * ** .033 .029 ** .036 .616 .500 N 355 Correlation Coefficient Sig. (2-tailed) N Staff Staff A la carte service (including Breakfast) Guest Room 1.000 Correlation Coefficient Sig. (2-tailed) N Reason for the preference Reservations & Checkin/out Reservations Correlation & CheckCoefficient in/out Sig. (2-tailed) N Guest Room Correlation Coefficient Sig. (2-tailed) N 1.000 .054 .064 ,120 .086 -.050 .001 . .308 .229 .023 .108 .350 .007 .537 .588 .004 355 355 355 355 355 353 355 355 355 355 355 355 .045 ,117* .054 1.000 ,180** .014 .072 -,149** .038 .022 -.003 .102 ,178** .403 .028 .308 . .001 .795 .179 .005 .479 .679 .957 .055 .001 355 355 355 355 355 355 353 355 355 355 355 355 355 .041 -.002 .064 ,180** 1.000 .003 -.015 -.052 .088 .034 .067 .090 .015 .441 .977 .229 .001 . .959 .773 .328 .099 .518 .210 .091 .772 355 355 355 355 355 355 353 355 355 355 355 355 355 ,152** -.101 ,120* .014 .003 1.000 ,210** .021 -.019 .029 .095 -.082 .099 .063 -,175 -,144 ,154 A la carte service (including Breakfast) Correlation Coefficient Sig. (2-tailed) .004 .056 .023 .795 .959 . .000 .697 .725 .581 .074 .123 N 355 355 355 355 355 355 353 355 355 355 355 355 355 Hotel Services Correlation Coefficient Sig. (2-tailed) .075 .001 .086 .072 -.015 ,210** 1.000 ,154** .072 .054 .061 .003 ,180** .159 .992 .108 .179 .773 .000 . .004 .175 .310 .255 .962 .001 N 353 353 353 353 353 353 353 353 353 353 353 353 353 Correlation Coefficient Sig. (2-tailed) .016 -,166** -.050 -,149** -.052 .021 ,154** 1.000 .018 -.091 .087 -.092 -.044 .768 .002 .350 .005 .328 .697 .004 . .739 .086 .101 .084 .407 N 355 355 355 355 355 355 353 355 355 355 355 355 355 Correlation Coefficient Sig. (2-tailed) .039 .014 -,144** .038 .088 -.019 .072 .018 1.000 .066 -.025 .003 .043 .466 .796 .007 .479 .099 .725 .175 .739 . .213 .644 .952 .424 N 355 355 355 355 355 355 353 355 355 355 355 355 355 -.011 .066 .033 .022 .034 .029 .054 -.091 .066 1.000 -.043 .017 ,126* .830 .213 .537 .679 .518 .581 .310 .086 .213 . .424 .752 .017 355 355 355 355 355 355 353 355 355 355 355 355 355 .064 -.076 .029 -.003 .067 .095 .061 .087 -.025 -.043 1.000 .065 .062 .246 Facilities Price to value Reputation of Correlation the hotel Coefficient chain Sig. (2-tailed) N Willingness Correlation to Coefficient recommend Sig. (2-tailed) Willingness to return .231 .151 .588 .957 .210 .074 .255 .101 .644 .424 . .224 N 355 355 355 355 355 355 353 355 355 355 355 355 355 Correlation Coefficient Sig. (2-tailed) .068 .029 ,154** .102 .090 -.082 .003 -.092 .003 .017 .065 1.000 .052 .199 .589 .004 .055 .091 .123 .962 .084 .952 .752 .224 . .331 N 355 355 355 355 355 355 353 355 355 355 355 355 355 ,237** .046 .036 ,178** .015 .099 ,180** -.044 .043 ,126* .062 .052 1.000 .000 .387 .500 .001 .772 .063 .001 .407 .424 .017 .246 .331 . 355 355 355 355 355 355 353 355 355 355 355 355 355 23 54 61 21 93 99 26 49 47 3 20 16 5 Co-creation Correlation Coefficient Sig. (2-tailed) N Frequency Figure 8. Correlation analysis There is a statistically significant but weak relationship between the variables: the purpose of stay, food, staff and additional services. These variables are sustainable components of the research model and may form "hub". Krippendorff's methodology was developed to analyze data collected during the interviews. Instead of a moderator/interviewer trying to extract information from participants, in social media respondents feel free to leave there comments. For this reason it is difficult to identify categories describing the model coding the data collected from social media. Implications The classification of forms of co-creation activities in the hotel industry was proposed on the base of systematization of types of customer engagement in co-creation. We analyzed the examples of consumer engagement in the value co-creation in the hotel industry and conducted 16 content analysis of tourist comments on tripadvisor.com related to hotels that use customer experience as a source of value creation. As a result, we developed the conceptual model describing the relationship between the consumer engagement in the value co-creation and customer satisfaction and loyalty in the hotel industry. Also we got the following practical results providing insight into the development of the hospitality industry in Moscow in the context of involving customers in value co-creation. The majority of companies engaging consumers in the value co-creation in the hotel industry in Moscow are international. International hotel chains, with their extensive experience in marketing are more likely to engage clients in the value co-creation than national hotels chains which do not seem to be familiar with the idea of co-creation. Hotels more often use customization, service innovation and especially co-production than co-creation. In developed countries hotels of all categories engage clients in the value co-creation, while in Moscow five star hotels and hostels are more often co-creating the experience environment. Co-creation is a new market strategy for Russian market. Five star hotels are ready to implement value co-creation with clients as they have necessary marketing resources, complex organizational structure of the marketing department and an experience in implementing marketing innovations. Hostels are able to engage consumers in value co-creation due to flexibility in business processes. High price segment hotels more often use customization, while hostels usually implement value co-creation with clients. It can be explained by the difference of the target audience and the resources available. Five & four star hotels implement customization as they have necessary resources to build and maintain customer databases (CRM systems). Investment in the development of CRM-systems allows these companies to personalize their services to the customers' needs. Hostels engage clients in value co-creation due to the characteristics of their target audience as tourists staying there are active young people willing to participate in co-creation activities. Co-creation in hostels (the lower price segment) has the greatest development prospects in Moscow, because tourists staying at hostels do not expect to get the WOW-effect of being involved in the value co-creation so their willingness to recommend increases. By means of customer engagement in co-creation companies in the hospitality industries allow clients to choose and manage the crucial component of customer value – customer experience. To successfully engage customers in co-creation, hotels have to choose the type of co-creation in accordance with resources on their disposal and characteristics of the target audience. The analyzed types of co-creation differ in terms of the degree of customer 17 engagement and the level of personalization of value created. The company assessing the resources on it disposal predicts its abilities of creating standardized or personalized customer value. 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