Journal of Services Research Volume 11 Number 2 October 2011 - March 2012 A STUDY OF SERVICE ETHNOCENTRISM AND ITS RELATIONSHIP WITH SOCIAL CONNECTEDNESS Shiri D. Vivek Assistant Professor of Marketing and Supply Chain Management College of Business Eastern Michigan University, Ypsilanti. Vivek Dalela Assistant Professor of Marketing Seidman College of Business, Grand Valley State University Grand Rapids, MI 49504. Abhijit M. Patwardhan Assistant Professor of Marketing A.R. Sanchez, Jr. School of Business Texas A&M International University University Boulevard, TX. The Journal of IIMT A STUDY OF SERVICE ETHNOCENTRISM AND ITS RELATIONSHIP WITH SOCIAL CONNECTEDNESS Shiri D. Vivek Abhijit M. Patwardhan Vivek Dalela This research reports the relationship of service ethnocentrism to two constructs representing social connectedness- susceptibility to interpersonal influence and allocentrism. Using the responses on a survey measuring the constructs, the hypothesized model was subjected to structural equation modeling. Based on the model, the study concludes that individual's susceptibility to interpersonal influence operates through service ethnocentrism to influence people's intent to choose a service provider of their own ethnic origin. However, contrary to previous findings in the literature on similar constructs (i.e. CET), allocentrism does not work on intent to choose a service provider of one's own ethnicity through service ethnocentrism. The paper also reports the preliminary attempts to develop a measure of Service Ethnocentrism. INTRODUCTION M arketing literature has witnessed a large body of research on the influence of ethnocentrism, consumer ethnocentrism, and country of origin of products/ parts on attitudes and purchase intentions towards foreign products. Research in these areas suggests that there is a relationship between the culture of buyers and that of sellers. A number of studies have also documented that consumers often are biased against foreign products, and are in favor of domestic ones (Baughn and Yaprak 1993). Motivated by these findings in the existing literature, the author conducted this study to find how these relationships influence consumers' decisions to patronize services, in situations where service providers of cultural backgrounds similar to the consumer, are available. The specific purpose of this study is to investigate consumer responses as a function of their ethnocentrism towards service providers. The study adds to existing insights in two ways. Firstly, it adapts the concept of consumer ethnocentrism to services. Secondly, this research integrates in a conceptual framework, the constructs representing different levels of social connectedness- viz. susceptibility to interpersonal influence and allocentrism - with ethnocentrism in service Journal of Services Research, Volume 11, Number 2 (October 2011 - March 2012) ©2011 by Institute for International Management and Technology. All Rights Reserved. 8 A Study of Service Ethnocentrism patrons and measures its impact on their intent to choose (hereinafter choice) a service provider. The overall thesis is that consumers' propensity for social connectedness operates through service ethnocentrism (SET), which in turn affects their intention to patronize providers of their own ethnicity. Relevant previous research on consumer ethnocentrism is reviewed, followed by a discussion of service ethnocentrism, as well as the two constructs representing social connectedness, viz allocentrism and susceptibility to interpersonal influence (hereinafter influence). Hypotheses are generated based on existing research. Description of the measures used, the methods, and the sample follows. Results of the structural equation model are then discussed. The paper concludes with limitations of present research, future research directions, and implications for managers. ETHNOCENTRISM IN MARKETING Ethnocentrism in marketing is primarily represented by the concept of Consumer Ethnocentrism (CET) which has been derived from the concept of ethnocentrism in Sociology (Shimp and Sharma 1987). Ethnocentrism represents people for whom their own group is the center of the universe, and who negatively perceive people who are culturally dissimilar. Sumner (1906) defined ethnocentrism as "the technical name for this view of things in which one's own group is the center of everything, and all others are scaled and rated with reference to it…….Each group nourishes its own pride and vanity, boasts itself superior, exalts its own divinities and looks with contempt on outsiders" (Sumner 1906). Shimp and Sharma (1987) construed CET as a domain specific sub-set of Sumnerian ethnocentrism and defined CET as a "trait-like property of an individual's personality" which encompasses "the beliefs held by the consumers about appropriateness, indeed morality, of purchasing foreign-made products". Since the development of CETSCALE (Consumer Ethnocentric Tendencies Scale) to measure CET (Netemeyer and Durvasula 1991; Shimp and Sharma 1987) there has been extensive research on the antecedents and consequences of CET as well as the other factors that interact to influence the relationship of CET with its antecedents and consequences. Marketing researchers have long attempted to measure general consumer disposition towards buying foreign products (Anderson and Journal of Services Research, Volume 11, Number 2 (October 2011 - March 2012) 9 Vivek, Dalela, Patwardhan Cunningham 1972; Dornoff et al. 1974; Reirson 1966). However, ethnocentrism became the focus of marketing researchers after Shimp and Sharma published the CETSCALE in the late 1980s. The existing literature reports a large number of studies measuring the influence of CET on attitudes towards foreign made products. Most studies have reported that consumers scoring high on CET prefer domestic products over foreign ones. Since its development, CETSCALE has been administered to samples in United States, Japan, Germany, France (Netemeyer and Durvasula 1991), Sweden (Hult et al. 1999), Spain (Luque-Martinez, et al, 2000), Russia and Poland (Good & Huddleston 1995), China (Klein et al. 1998) and many other developing and developed countries. These and many other studies measured four broad categories of antecedents of CET. Socio-psychological, economic, political and demographic antecedents have been reported in CET research (Shankarmahesh 2006). Studies of socio-psychological antecedents include cultural openness, worldmindedness, patriotism, conservatism, animosity, collectivism, materialism and dogmatism. Early in their comparative study, Shimp and Sharma (1987) found Los Angeles to be less ethnocentric than Denver, Detroit and Carolinas. Sharma et al (1995) reported a negative relationship between cultural openness and CET in Korean consumers, whereas Suh and Kwon (2002) found a similar relationship among US consumers. The existing research does not provide a conclusive evidence about the nature and direction of influence worldmindedness (Rawwas et al. 1996; Balabanis et al 2001), and patriotism (Bannister and Saunder 1978; Han 1998; Sharma et al. 1995; Klein and Ettenson 1999; Balabanis et al 2001) have on consumer ethnocentrism. Individual studies on dogmatism and salience show that they are positively correlated to CET (Shankarmahesh 2006). Studies consistently report positive influence of conservatism (Anderson and Cunningham 1972; Sharma et al 1995; Balbanis et al 2002), collectivism (Ettenson et al 1988; Nishina 1990; Strutton et al. 1994; Sharma et al 1995) and dogmatism (Anderson and Cunningham 1972; Shimp and Sharma 1987; Caruana 1996). Economic antecedents like capitalism, improving national economy and improving personal finances have a negative relationship with CET, although Good and Huddleston (1995) found a curvilinear relationship between stage of Journal of Services Research, Volume 11, Number 2 (October 2011 - March 2012) 10 A Study of Service Ethnocentrism economic development of the country in which the study was done and CET among the respondents. The results from studies relating demographic variables like age, income, education, gender and race to CET do not give any conclusive evidence about the direction of these relationships (Shankarmahesh 2006). Two common threads across almost all studies of CET are: a) The respondents were almost always residing in their native country; b) The studies have been done in the context of products. A thorough investigation of the literature brought up two studies where the concept of ethnocentrism has been applied to services. In a study by Pecotich et al (1996) in Australia, ethnocentrism was used as a covariate to measure consumer decision making processes for services in the case of a change of ownership. They found that ethnocentrism seriously influenced perceptions of service quality. The authors suggested that where ethnocentrism is significant, service firms should retain a homenation image. The study used CETSCALE to measure the construct. Ruyter et al. (1998) tested the product-specific model developed by Sharma et al (1995) in the context of services. They found support for the model in the context of services also, barring the demographic and moderating variables. This research found that unlike in the case of products, age determines consumer ethnocentrism towards services while gender and income do not. Economic threat also does not moderate consumer ethnocentrism towards services. Pecotich et. al (1996) measured CET only as a covariate. Ruyter et al. (1998) modified the CETSCALE to suit services. Not only are these studies limited in their ability to be generalised in the context of CET, they also have limited relevance in the changing environment where: a) growth in world trade continues to outstrip growth in the gross national product of most countries (World Trade Organization); b) migration across cultures is increasing at a very fast rate; c) In globalized supply chains country of origin cues are fast dissipating or losing relevance (Advertising Age, June 4, 2007); d) even product marketing is being guided by a service-dominant logic (Vargo and Lusch 2004). These are some reasons Pharr (2005) made a call for an investigation in the context of services, suggesting that "we need empirical studies to determine whether the COO effect so robustly demonstrated for a wide variety of physical products applies equally well to intangible services" Journal of Services Research, Volume 11, Number 2 (October 2011 - March 2012) 11 Vivek, Dalela, Patwardhan (Pharr, 2005: 42). This study attempts to address this gap by answering the following research questions. 1. What is the nature of consumer ethnocentrism as it applies to services? 2. How does SET (Service Ethnocentrism) affect the relationship between social connectedness and service provider choice? BACKGROUND AND HYPOTHESES DEVELOPMENT This section proposes a model of the relationships among the constructs in this study (see figure 1). Service ethnocentrism and intent to choose service providers are variables positioned as dependent variables. Interpersonal influence is one independent variable, and allocentrism, a second latent construct, is positioned as the second independent variable. The paths from the independent variables to the dependent variables represent the hypotheses tested in the study. Service Ethnocentrism (SET): Services is the fastest growing area of international trade (Terpstra & Sarathy 1993; Bradley 1995). Researchers argue that service activities are spanning across the whole world in a major way (Vandermerwe & Chadwick 1989). However, service consumption behaviors are different from those evidenced in the consumption of products because of their intangibility, inseparability of production and consumption, heterogeneity, and transitoriness (Zeithaml et al., 1985; Berry, 1980). The perceived risk from purchase of services is also high due to availability of limited information (Bateson, 1992). Given the characteristics of services, ethnocentric tendencies and ethnicity cues of service providers might be important influences on service consumption behaviors and thus merit focused investigation. Researchers argue that CET can predict consumer preferences to buy domestic as opposed to foreign products (Shimp and Sharma 1987; Herche 1992). Research on country of origin (COO) also shows that a product's country of origin can influence the evaluation of that product (Tan and Farley 1987). There are several reasons that marketing needs a new construct that measures ethnocentrism in services. In their present form, the concepts of ethnocentrism, CET and COO can be operationalized in Journal of Services Research, Volume 11, Number 2 (October 2011 - March 2012) 12 A Study of Service Ethnocentrism the case of products. Besides having limited relevance to the marketing of products in a globalized world, these concepts need major modification if they have to be applied to services. Moreover, research measuring the effects of CET and COO of products on product choice decisions has been done almost exclusively with samples taken from natives (people who live in their own country) in different countries and for different product categories. These concepts raise some limitations when an attempt is made to apply them to the melting pots that most countries have become; and in a world where global travel has left little scope for extreme attitudes like contempt (in the definition of ethnocentrism) and immorality (in the definition of CET). Another reason to suggest the need for a new concept is that while finding the country of origin of a product might be difficult in these times, the ethnicity of a service provider is still a very significant cue to the customer. For all these reasons, the authors propose conceptualization of service ethnocentrism (SET) which may be defined as an obligatory, dispositional bias towards ethnically similar service providers with expectations of certain social and personal benefits and risk avoidance. Ethnocentric tendencies have been found to be developing through the formative years of an individual. Thus, irrespective of global travel experience, we expect ethnocentric tendencies of people to influence their behaviors and choices in certain ways. Given the above reasons, the authors propose that SET is ethnocentrism of a nature different from CET and needs to be conceptualized appropriately. For this study a new scale was developed to measure the construct of SET empirically. The ability of SET to influence choice of service providers was then tested. The next section develops a conceptual framework of the relationship between social connectedness and ethnocentric tendencies. Role of Social Connectedness Previous research shows that socialization processes play an important role in influencing consumption behaviors. People build meanings around consumption through interactions with others (Gallant and Kleinman 1983). Socialization influences may manifest themselves at different levels, such as an individual's susceptibility to interpersonal influence or ones generally collective tendencies (allocentrism). Journal of Services Research, Volume 11, Number 2 (October 2011 - March 2012) 13 Vivek, Dalela, Patwardhan Susceptibility to Interpersonal Influence (Influence) Merton and Rossi (1968) suggested that similarity, agreement, clarity, sustained interaction, and significant others are pre-conditions to a group becoming an individual's point of reference. Moreover, permanent groups have more influence on an individual than transient groups. This social influence might be complex in some cases, while in other cases it might manifest itself in very simple acts, such as agreeing with a visible majority (Jahoda, 1959). Agreement can be regarding the information or the confirmation to expectations. Individuals might accept information obtained from another as evidence about reality (informational influence). Normative social influence is evident in the pressure to conform to the social expectations of another person or group (Deutsch and Gerard 1955). Studies, of which some are briefly discussed above, show that "broader social ecology" plays an important role in developing a sense of ethnic identity (Knight et al, 1993). This leads the authors to hypothesize the following relationship between influence and SET. Hypothesis 1: Susceptibility to interpersonal influence positively affects the level of service ethnocentrism of an individual. Thus it is reasoned that higher sense of connectedness will bring strong service ethnocentrism in an individual, which will operate to manifest such connectedness in influencing consumption behaviors. People with high service ethnocentrism will demonstrate a higher intent to choose providers of their own ethnicity. This leads to the following hypothesis: Hypothesis 2: Service ethnocentrism will mediate the relationship between influence and choice of service providers. Interpersonal influence operates at a different level in the form of allocentrism. Interpersonal influence is different from allocentrism in that it goes beyond being part of a group, to allowing ones decisionmaking to get influenced by those groups. Allocentrism Triandis et al. (1985) studied individualism and collectivism at an individual level of analysis as idiocentrism and allocentrism. Triandis (1994) maintained that idiocentrics, besides other things, differ from Journal of Services Research, Volume 11, Number 2 (October 2011 - March 2012) 14 A Study of Service Ethnocentrism allocentrics in their attributions, self-concepts, emotions, attitudes and values. The concept of allocentrism has been extensively applied to many cross-cultural studies (Cialdini et al, 1999; Yamaguchi 1994; Dutta-Bergman and Wells 2002). Social identity for allocentrics is more core and salient and social comparisons more important for them (Triandis 1988, 1989). As in-group norms are more important to allocentrics than idiocentrics, their behaviors will be more influenced by others around them. These assertions have led researchers to consider idiocentrism and allocentrism (I-A) as useful constructs in the analysis of ethnocentrism in cross-cultural context (Lee and Ward 1998). This study thus hypothesizes the following: Hypothesis 3: Level of allocentrism positively affects the level of service ethnocentrism of an individual. Lay et al. (1998) also found a strong correlation between family allocentrism and a sense of relatedness to ethnic origin. This concept of allocentrism is different from general concern and interaction with others in that it reflects a sense of connectedness to in-groups (Lay et. al 1998). Allocentrics are expected to show less positive behaviors towards outgroups (Triandis et al, 1990). Thus, the following hypothesis: Hypothesis 4: Allocentrics are more likely to choose service providers of their own ethnicity. Kashima et. al (1995) suggested that allocentrism is more closely aligned to cultural differences while general concern is associated with gender differences. Given the influence of broader social ecology mentioned above, this study further hypothesizes the following: Hypothesis 5: Service ethnocentrism will mediate the relationship between allocentrism and choice of service providers. The next section discusses the development of Service Ethnocentrism Scale (SETSCALE). SETSCALE DEVELOPMENT The first objective of this research was to understand the nature of SET and develop a measure for the same. Following Churchill (1979), development of the Service Ethnocentrism Scale (SETSCALE) began Journal of Services Research, Volume 11, Number 2 (October 2011 - March 2012) 15 Vivek, Dalela, Patwardhan with the review of existing scales (e.g. Shimp and Sharma 1987; Chang and Ritter 1976; Warr, et al, 1967) and relevant literature. To get further insights into the construct, 10 immigrants in the USA were asked to express their opinions in response to a set of questions that enquired elements relating to the ethnicity of the provider of any service of their choice, how important ethnicity was in making this choice, their decision-making process for that provider and if they, or their friends, would prefer a provider of the same ethnicity in case of certain services. From the content analysis of the responses, insights from existing scales and relevant literature, six dimensions of SET were identified and multiple items generated to represent these five dimensions. These dimensions were: pride, morality, endorsement/ support, risk aversion, personal benefits, and social influence. Subsequent to this step, ambiguous and identical items were eliminated, resulting in a revised pool of items. Nine marketing faculty and Ph.D. students were then requested to evaluate the content of the items. The judges were given the definition of the construct, definition of each dimension and were asked to allocate each item to its respective dimension, or to a "not applicable category". The judges were also requested to provide any comments about possible improvements in the wording of the items. Items were modified or eliminated until a consistent classification could be obtained from seven of the nine judges. This analysis resulted in 25 items that were used to measure service ethnocentrism. SAMPLE Based on ethnic identity stated by the respondents, 301 females and 271 males were identified as a relevant sample which was reached through e-mail, personal contacts and subsequent snowballing. In all 572 people were contacted of which 287 responded to the survey, either online or on paper. Exclusion of incomplete and unusable surveys brought the final sample to 281. The age of respondents included in the final analysis ranged from 19 years to 55 years, with a median of 30 years. A large number of ethnic identities, primarily Chinese, Indian and Korean nationalities are represented in the final sample. As is evident from the dominant nationalities, respondents primarily from collective cultures were invited to participate in the study. There were ten different ethnic designations among the study respondents. The high numbers Journal of Services Research, Volume 11, Number 2 (October 2011 - March 2012) 16 A Study of Service Ethnocentrism were represented by South Chinese (74), North Chinese (37), South Indians (64), North Indians (43) and South Koreans (63). MEASURES In order to avoid incorrect assumptions of ethnicity based on perceptions, the respondents were first asked to indicate what represents their ethnic identity. 38% of the respondents indicated nationality, 51% percent indicated both nationality and religion, and 11% percent indicated religion, and none indicated any other distinctions as a representation of their ethnic identity. As only 60% of the respondents shared information about their religion, while all indicated their nationality, the meaning of ethnicity in this research would be restricted to nationality. Susceptibility to Interpersonal Influence Bearden et al.'s (1989) scale was used to assess susceptibility to interpersonal influence. The original scale had 12 items, 4 items each representing the value-expressive, utilitarian and informational influence. However, the authors had grouped the eight items reflecting susceptibility to value-expressive and utilitarian influence to form the normative dimension. The responses on the 12 items were obtained on a 5 point scale where 1 represented 'highly disagree' and 5 represented 'highly agree', with 3 representing 'neither disagree nor agree'. Cronbach's alpha for the items was .92. Allocentrism: The measure of allocentrism was derived from Triandis et al. (1995). The original measure had eight collectivism and seven individualism items and was suggested as a reliable measure based on a probe by Triandis et al. (1995). As this study considered allocentrism and idiocentrism (collectivism and individualism measured with individual as the unit of analysis) as two ends of a continuum, only the eight collectivism items were used to measure allocentrism. The responses were obtained on a 5 point scale where 1 represented 'highly disagree' and 5 represented 'highly agree', with 3 representing 'neither disagree nor agree'. Cronbach's alpha for the items was .78. Journal of Services Research, Volume 11, Number 2 (October 2011 - March 2012) 17 Vivek, Dalela, Patwardhan Service Ethnocentrism (SET) SET was measured using 25 item author designed scale. The procedure for developing the scale has been discussed previously. Responses were obtained on a five point Likert scale (1-strongly disagree, 3-neither disagree nor agree, 5- strongly agree). Cronbach alpha for these items was .96. Intent to Choose This variable was included to measure the intent to choose service providers of the same ethnic origin. In the measurement of intent to choose, the services of a doctor and a lawyer were included as instances to obtain the response in regards to high involvement services (Donthu and Cherian 1994), and the services of a gas station and a dry cleaner were included to represent low involvement services. The responses were obtained on a 5 point scale where 1 represented 'very unlikely' and 5 represented 'very likely'. Cronbach's alpha for the items was .72. ANALYSES AND RESULTS This section discusses the results of statistical procedures conducted on the data. Structural Equation Modeling (SEM) was conducted to test the hypothesized relationships between exogenous and endogenous variables, as well as the overall fit of the hypothesized model (see Figure 1). Preliminary Analysis Preliminary analysis of the data was conducted to evaluate the extent and nature of missing data and missing subjects. Because the power loss was acceptable and the missing data were very few, listwise deletion was deemed the most appropriate method for handling the missing data, which meant loss of six cases. The amount of missing data was not significant enough to reduce the effect size of the study, which, given the high correlation between SET and choice, is in the high range of .45. Visual inspection of histograms and bivariate scatter plots did not suggest any violation of the assumption that the indicators were normally distributed. Journal of Services Research, Volume 11, Number 2 (October 2011 - March 2012) 18 A Study of Service Ethnocentrism Factor Analysis The data collected were based on multi-item scales from previous research, as well as an author-designed scale. Thus, before testing the specified hypotheses, the constructs were assessed for measurement accuracy. Factor analysis was conducted separately on exogenous variables and endogenous variables. As each scale was being used to measure a general construct, the dimensions were not of interest to this study. Therefore, the objective of conducting this analysis was to see if the items for each scale load on one general factor. The items measuring influence and allocentrism loaded on two factors, each with loadings greater than .40 on the relevant factor. The only exception was Allocentrism 4, which loaded at .346. Given that previous research has used all the seven items to measure allocentrism (Triandis et al. 1985) and that Chronbach's alpha (.78) was equivalent to that obtained with a reduced item scale, the original seven items were retained for hypothesis testing. Factor loadings for the exogenous variables are reported in Table 1. Table 1: Factor Loadings for Exogenous Variables Interpersonal Influence I achieve a sense of belonging by purchasing the same brands that others from my ethnic group purchase. I often identify with my ethnic group by purchasing the same products and brands they purchase. I like to know what brands make good impressions on others from my ethnic group. I often buy the same brands that people from my own ethnic group buy. To make sure I buy the right product or brand, I often observe what others from my ethnic group are buying and using. When buying products, I generally purchase those brands that I think others from my ethnic group will approve of. If other people from my ethnic group can see me using a product, I often purchase the brand they expect me to buy. It is important that others from my ethnic group like the products and brands I buy. I frequently gather information from friends of my ethnic group about a product before I buy. If I have little experience with a service, I often ask my friends from my ethnic group about the service. I mostly purchase the latest fashion styles when I am sure friends from my own ethnicity approve of them. I often consult other people from my ethnic group to help choose the best alternative available from a product/ service class. I am the kind of person who is likely to entertain visitors even if they drop in at odd hours. I am the kind of person who is likely to take time off from work to visit an ailing friend. I am the kind of person who is likely to ask my old parents to live with me. I am the kind of person who is likely to entertain even unwelcome guests I am the kind of person who is likely to stay with friends, rather than at a hotel, when I go to another town. I am the kind of person who has parents who would consult my fiancee’s parents extensively, before they decide whether we two should get married I am the kind of person who is likely to ask close relatives for a loan. Allocentrism .836 .772 .767 .765 .755 .740 .734 .708 .705 .581 .537 .532 .756 .679 .635 .572 .571 .546 .358 Journal of Services Research, Volume 11, Number 2 (October 2011 - March 2012) 19 Vivek, Dalela, Patwardhan The items measuring SET and choice also loaded on two factors. Reported in Table 2 are the factor loadings for items measuring SET. As can be seen from the table, there were few cross-loadings, but considering the sample size, support was generally found for the construct of SET. Moreover, because items were summed into scales, these anomalous results do not adversely impact the study. They do, however, provide guidance for development and further refinement of a measure of service ethnocentrism. Table 2: Factor Loadings for Exogenous Variables SET I support my group culture by using a service provider of my own ethnic origin. Even if the service is expensive, I would support a service provider of my own ethnic origin. Services in America should model themselves after the friendly services in my native country. Using service providers of one’s own ethnicity is the right thing to do. I feel most comfortable using a service provider of my own ethnic origin. A provider of my ethnic group will be more trustworthy than others. It is my moral responsibility to give business to people from my own ethnic origin. I will probably not get poor service if I use a provider of my own ethnicity. A service provider of my own ethnicity will be the least risky choice. Service culture in my own ethnic group is better in comparison to services in other places. There is little risk of something going wrong if I use a service provider of my own ethnicity. Service providers of my ethnic group will be generally fairer to me, than other service providers. I will generally get faster service from a provider of my own ethnicity. People should support service providers of their own ethnicity. By supporting a service provider of my own ethnic origin, I am helping my people. I will probably not be over-charged if I use a service provider of my ethnicity. My friends like that I use a service provider of my own ethnicity. It is usually beneficial for people to have business relationships with my ethnic group. Service providers of my ethnic group understand my needs better. S A service provider of my own ethnicity will generally offer me cheaper services. My family generally prefers that I use a service provider of my own ethnicity. A service provider of my own ethnicity will offer me services that other customers won’t get. Service providers of my ethnic group understand my language better. When available it would be wrong not to use a service provider of my own ethnicity. I am proud of my ethnicity. Assume that you need a doctor, and that you know there are competent Intent to choose .852 .829 .822 .814 .806 .785 .784 .751 .751 .749 .738 .722 .720 .719 .708 .696 .671 .658 -.209 .617 .603 .261 .568 .291 .553 .438 .329 .305 .293 .289 Journal of Services Research, Volume 11, Number 2 (October 2011 - March 2012) 20 A Study of Service Ethnocentrism SET Assume that you need a dry cleaner, and that you know there are good dry cleaners available, of your own ethnic origin as well as of other ethnicities. What is the likelihood that you would choose a dry cleaner of your own ethnic origin? Assume that you need a lawyer, and that you know there are competent lawyers of your own ethnic origin as well as of other ethnicities, available. What is the likelihood that you would choose a lawyer of your own ethnic origin? Assume that you are looking for a gas station, and that you know there are good gas stations nearby, some of which are owned by people of your own ethnic origin, and some by people of other ethnicities. What is the likelihood that you would choose a gas station owned by a person of your own ethnic origin? Intent to choose .747 .560 .214 .402 Structural Equation Model The hypothesized relationships among the latent variables are graphically represented in Figure 1. Interpersonal influence and allocentrism were modeled as the exogenous variables in the model. SET and choice were modeled as endogenous variables. The exogenous variables represent the social connectedness, whereas the endogenous variables are the tendencies and behaviors in the specific context of services. Susceptibility to Interpersonal influence Service Ethnocentrism Intent to choose same ethnicity provider Individual ‘s Collectivism (Allocentrism) Figure 1: Hypothesized Model Due to a small sample size, the hypothesized model was tested at scale level using the student version of LISREL 8.80 (Jöreskog and Sörbom 2006). The estimated model provided a good fit to the data. The ratio of χ2/degrees of freedom (df) = 1.4, which is well within the recommended range. Hypothesis testing was accomplished by examining the completely standardized parameter estimates and their t-values. Specifically, t-statistics greater than 1.96 for all but one path Journal of Services Research, Volume 11, Number 2 (October 2011 - March 2012) 21 Vivek, Dalela, Patwardhan indicate that path loadings are significant at the 0.05 level. The goodnessof-fit indexes from the hypothesized model are reported in Table 3. Graphical representation of the structural model, model fit statistics, and path coefficients are provided in Figure 2. Influence .71 Service Ethnocentrism .07 .40 Choice .34 Allocentrism Figure 2: Structural Model with path coefficients This study hypothesized that influence positively affects the level of service ethnocentrism of an individual (H1). In support of H1, influence has a strong positive effect on SET. H2 hypothesized that SET will mediate the relationship between influence and choice. Support was found for this hypothesis too. The significance of relationship between influence and choice drops when SET is entered. SET works as a significant mediator between influence and intent to choose a service provider of one's own ethnicity. Consistent with the existing literature (e.g., Lay et al. 1998), H3 hypothesized that level of allocentrism will positively affect the level of SET (H3), which in turn will positively influence choice (H5). However, contrary to H3, level of allocentrism did not significantly influence SET and in turn, contrary to H5, SET did not play a significant mediating role between allocentrism and choice. However, H4 was supported in that there is a significant direct path from allocentrism to choice indicating that the level of allocentrism has a positive influence on intent to choose a service provider of one's own ethnicity. Initially, no relationship between allocentrism and SET appears to be counterintuitive because collective tendencies would seem to be positively related to the overall construct of ethnocentrism. However, reflecting on primary conceptual differences between collective tendencies in general (allocentrism) and specific preference for same ethnicity (ethnocentrism) provides robust support for the Journal of Services Research, Volume 11, Number 2 (October 2011 - March 2012) 22 A Study of Service Ethnocentrism findings. Researchers in the past have found that group relations are more central to allocentrics who are generally willing to moderate their behaviors in reference to in-group norms (Lee and Ward 1998). A deeper understanding of the construct, though, reveals that being collective in general is different from acting collectively towards one's ethnic group specifically (i.e. being ethnocentric). As defined, ethnocentrics are necessarily collective towards their own ethnicity. However, allocentrics could have a collective attitude towards whichever group they are part of, even if they are working in a multicultural group. Consequently, it is reasonable to expect an insignificant relationship between the collective tendencies of an individual and service ethnocentrism. A competing model was tested to provide tangible support for the specified research model. As an alternative to the hypothesized model, allocentrism was modeled as the lone exogenous variable. Influence and SET were modeled as mediating the relationship between allocentrism and choice. The theory behind the alternative model was that influence and SET would both have a differential effect on choice while the level of allocentrism will affect influence. A chisquare difference test of the competing model indicated that the alternative to the hypothesized model failed to provide a significant improvement in , thus supporting the hypothesized research model model fit (Table 3). Table 3: Goodness-of-Fit Indexes for Structural Equation Models Model χ2 (df) Hypothesized Model 1.12 (1) Alternative Model 7.74 (3) ∆ χ2 (∆ df) 6.62 (2)* AGFI CFI NFI RMSEA .93 1.00 .98 .04 .85 .92 .89 .141 DISCUSSION Results of the present study provide support for making three important inferences related to ethnocentrism in marketing. First, the results of phase one of the study suggest that although the construct of ethnocentrism is losing relevance in the light of dissipating COO cues in products, it is still relevant in the context of services. The study found that unlike CET, SET may not encompass so much of outgroup Journal of Services Research, Volume 11, Number 2 (October 2011 - March 2012) ( 23 Vivek, Dalela, Patwardhan denigration, as much as it does a favorable intent to choose service providers of the same ethnicity. Second, an unexpected finding from this study brought the difference between allocentrism (collective tendency in general) and ethnocentrism (bias towards one's ethnic group) into greater focus. This study did not find a significant relationship between allocentrism and service ethnocentrism. This might appear counterintuitive, since a general tendency (allocentrism) should logically impact tendencies in a specific context (service ethnocentrism). However, this finding appears intuitively correct if we consider the conceptual difference between allocentrism and ethnocentrism. As also reported by some scholars (e.g. Lee and Ward 1998) allocentrism is a more generalized collective attitude and is more representative of strong belief in group cohesion than an in-group bias. Collectivism manifests itself in whichever group individuals are part of, and whichever ethnicity the group is comprised of. The similarity between ethnocentrics and allocentrics stops at the group cohesion they work towards. An important difference between allocentrics and ethnocentrics is that allocentrics will have a cohesive attitude towards any group they are in. Ethnocentrics, on the other hand, are more selective in showing group cohesion, rather group bias, because their feelings of cohesion are limited to groups of their own ethnicity. Thus, while ethnocentrics have a bias towards an in-group that is formed of people of their own ethnicity, allocentrics will show collective tendencies for any group they are a member of. Third, this study found that SET is a causal carrier of people's susceptibility to interpersonal influence in their choice of service providers. Previous research has shown that consumer decision processes are often influenced by other people. Some people are more susceptible to influences from others around them while others are less susceptible. Findings of this study show that increased influence operates through increasing service ethnocentrism when patrons go out to choose service providers in foreign land. THEORETICAL AND MANAGERIAL IMPLICATIONS The study makes several contributions from the theoretical perspective. Firstly, the findings extend our knowledge of ethnocentrism to the context of services. The influence of ethnocentric tendencies on making choice of a service provider seems to be higher than it would be in the Journal of Services Research, Volume 11, Number 2 (October 2011 - March 2012) 24 A Study of Service Ethnocentrism case of products. An important reason for this is that in an increasingly globalized world, COO cues in the case of products are fast dissipating. However, ethnicity of a service provider is one of the very initial peripheral cues that a service patron gets that can influence decision making. This study makes another important theoretical contribution by illuminating the interrelationships between constructs of social connectedness and service ethnocentrism. The impact of social connectedness on service ethnocentrism will depend on the level at which the constructs are being studied. While connectedness within an individual (allocentrism) might itself not strongly influence service ethnocentrism, influence at interpersonal level will necessarily be driven through service ethnocentrism when patrons make a choice of the service provider. From the services marketing point of view, the findings suggest that marketers need to be aware of the influence of ethnocentric tendencies while offering their services out of the dominant ethnicites. Inclusion of front line personnel and service providers from different ethnicites might help increase presence in an ethnic market segment. However, they also have to keep in mind that mere inclusion will not work favorably, as service patrons are also considering aspects such as risk aversion and personal benefits. Thus, an ethnic market might not be captured solely on pride and morality appeals, or by social influence (such as recommendation from same ethnicity friend), but by its own merits also. LIMITATIONS AND FUTURE RESEARCH Inspite of attempts to ensure very high levels of conceptual and methodological rigor, as in other cases, this study suffers from several limitations. Although the effect size of this study is high (.45), the findings could have been even more robust and informative if data could be collected and evaluated at sub-culture levels within each nationality represented in the study. Understanding how SET relates to sub-dimensions of interpersonal influence (normative and informational influence) could further contribute to the existing research. The confidence in results could have been even higher if I had enough data to run the measurement model with individual items rather than a scale level model. Journal of Services Research, Volume 11, Number 2 (October 2011 - March 2012) 25 Vivek, Dalela, Patwardhan These limitations also indicate towards opportunities for future research. First, and most important, the concept of service ethnocentrism needs further development, with scope for developing a scale that would measure ethnocentrism in the new market environment. Researchers in the social sciences have long understood that scale length has a major impact on the psychometric properties of a measure (Anastasi 1976; Kenny 1979; Nunnally 1976). Although fewer items can reduce the internal consistency of a measure, scales with as few as three items can demonstrate adequate reliability (Cook et al. 1981). Scales that are too long tend to perform poorly in more sophisticated multivariate analyses (e.g., CFA, SEM, etc.) (Hinkin 1995). Accordingly, scale developers recommend more parsimonious scales to tap latent constructs (Hinkin 1995; Rossiter 2002). Given its high reliability, the SET scale can be modified in the future to have fewer items and necessary depth and breadth. 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Zeithaml, V.A., Parasuraman, A. and Berry, L.L. (1985) ‘Problems and strategies in services marketing’, Journal of Marketing, 49:Spring, pp. 33–46. Shiri D. Vivek, Assistant Professor of Marketing and Supply Chain Management College of Business, Eastern Michigan University, Ypsilanti. Vivek Dalela, Assistant Professor of Marketing Seidman College of Business, Grand Valley State University, Grand Rapids, MI 49504. Abhijit M. Patwardhan, Assistant Professor of Marketing, A.R. Sanchez, Jr. School of Business Texas A&M International University, University Boulevard, TX. Journal of Services Research, Volume 11, Number 2 (October 2011 - March 2012) Reproduced with permission of the copyright owner. Further reproduction prohibited without permission.