1. Introduction
As internet, social media, and mobile technologies have emerged, the last decade has seen a proliferation of online brand communities (Wirtz, Ambtman, Bloemer, Horvath, Ramaseshan, Klundert, Canli, & Kandampully, 2013). Online brand community refers to a specialized, nongeographically bound, online group of consumers, based on social communications and relationships among brand’s consumers (De Valck, Van Bruggen, & Wierenga, 2009). Online brand community generates new and extended form of interactive consumer experiences. In online brand communities, consumers are actively engaged in interactive processes through the online medium (Brodie, Ilic, Juric, & Hollebeek, 2013).
The aim of this study is to delve deeper into the online brand community study by (a) testing the effects of online brand community on its outcomes, (b) testing the impact of value creation practice construct as a whole, (c) testing the effects of value creating practice construct on the two types of loyalty, loyalty toward the brand and the community.
2. Literature Review
2.1. The Elements of Online Brand Community
Consciousness of kind, rituals and traditions, and moral responsibility are the three core makrers of a brand community (Muniz & O’Guinn, 2001). It is also found that the three community markers exist in both traditional, offline brand communities and computer-mediated, online brand communities (Muniz & O’Guinn, 2001).
Consciousness of kind is the shared intrinsic connection felt among community members (Gusfield, 1978), or a shared knowing of belonging (Weber, 1978). Legitimacy and oppositional loyalty are the social processes involved in perpetuating consciousness of kind. Legitimacy is a process that differentiates between true members of the community and those who are not (Muniz & O’Guinn, 2001). Brand communities do not deny a membership. Anyone can be a member of the community regardless of ownership. However, although brand communities are generally open social organizations, they have status hierarchies. As opposed to true members who really know the brand, members who use the brand for wrong reasons are revealed by failing to appreciate the rituals and traditions, culture, history, and symbols of the community (Muniz & O’Guinn, 2001). Oppositional loyalty also helps to maintain and strengthen consciousness of kind among members. Consumers use brand choices to mark both their inclusion and exclusion from various lifestyles (Hogg & Savolainen, 1997). Oppositional loyalty serves to delineate what the brand is not, and who the brand community members are not through resistance to competing brands (Muniz & O’Guinn, 2001).
Rituals and traditions are social processes that enable reproduction and transmission of meanings of the community (Muniz & O’Guinn, 2001). Members celebrate the history of the brand and share brand stories. Appreciation of brand’s history functions to differentiate between the true believers and the more opportunistic members (Holt, 1997). Sharing brand stories based on common consumption experiences reinforces consciousness of kind among members and links them together. These rituals and traditions contribute to the survival of brand cultures and their communities (Muniz & O’Guinn, 2001). Rituals and traditions also act as a consumer agency for community members. The preservation of brand’s meaning is important to brand community members. They often feel that they have a better understanding of the brand than the manufacturer does (Muniz & O’Guinn, 2001). Rituals and traditions point to the social negotiation between marketers and consumer in constructing brand’s meanings (Muniz & O’Guinn, 2001).
Moral responsibility is a sense of duty to the community and individual members (Muniz & O’Guinn, 2001). Muniz and O’Guinn (2001) revealed two critical and traditional communal missions in brand communities, both of which are based on moral responsibility; integrating and retaining members, and assisting brand community members in the proper use of the brand. Retaining old members and integrating new ones are a prime concern for the long-term survival of the community (Muniz & O’Guinn, 2001). Members publicly posted a reminder to stay loyal to the brand and the community. Reasons for staying in the community are emphasized in computer-mediated communications as well. Most of the communications are centered on consumption experiences of using the focal brand as opposed to the competitors (Muniz & O’Guinn, 2001). Those communications reinforce commitment and perpetuate loyalty both to the brand and the community (Muniz & O’Guinn, 2001). Moral responsibility also induces community members to help each other in their consumption of the brand (Muniz & O’Guinn, 2001). Members provide help and assist community “without thinking” because it seems like the “right thing to do” for them. Providing assistance is apparent in information sharing on brand-related resources (Muniz & O’Guinn, 2001).
This study models the online brand community construct as a reflective first-order, formative second-order construct (Jarvis, Mackenzie, & Podsakoff, 2003). The online brand community construct is modeled as having the three community markers as formative indicators, and the three community markers themselves are modeled as having reflective indicators.
2.2. The Outcomes of Online Brand Community
2.2.1. Value Creation Practices
In online brand communities, practice refers to discursive “know-that” knowledge. It is knowledge of what to say and do, and skills and projects which called “know-how” (Schau, Muniz, & Arnould, 2009). Practices are explicit rules, instructions, principles, and precepts (Schau et al., 2009). When online brand community generates value creation practices (e.g., social networking, impression management, community engagement, and brand use practices), practices act as apprenticeships (Lave & Wenger, 1991). Practices drive one another and work closely together as a process of collective value creation. Practices can be combined in complex ways. Interactions among practices can be either intra-thematic or inter-thematic. Within the brand community, practices are structurally reproduced and repeated, and members are systemically recruited to new practices (Schau et al., 2009).
Shau et al. (2009) suggested four thematic categories of value creation practices. Social networking practices related to the affective domains of the brand community and reinforce the social or moral bonds within the community. Practices such as welcoming, empathizing, and governing belong to this category. Welcoming greets new members and assists in their brand learning and community socialization. Through empathizing, members provide emotional and/or physical support to other members both for brand-related trials and non-brand-related issues. Governing clarifies the behavioral expectations within the brand community (Schau et al., 2009). Impression management practices have an outward focus and create favorable impressions of the brand community, brand enthusiasts, and the brand. Evangelizing and justifying belong to impression management practices. Evangelizing shares the focal brands’ good news to inspire others. Justifying rationalizes the reasons for the devotion to the focal brand. Community engagement practices include staking, milestoning, badging, and documenting. Staking delineates members’ specific domain of participation or engagement within the community. It marks intragroup distinction and similarity. Milestoning notes important events in brand ownership and consumption. Badging translates milestones into semiotic symbols. Documenting is a narrative of members’ brand experiences which records in the brand relationship journey (Schau et al., 2009). Brand use practices include grooming, customizing, and commoditizing. Grooming is a practice that related to caring for the brand or systemizing the optimal use patterns. Customizing helps to modify the brand to suit group-level or individual needs. Commoditizing is a valenced behavior regarding marketplace. It distances from or approaches to the marketplace (Schau et al., 2009).
Practices generated in online brand community create value for both consumers and marketers, and it leads online brand community members to have heightened brand loyalty (Laroche, Habibi, Richard, & Sankaranarayanan, 2012; Schau et al., 2009). Practices create value for consumers in that it allows members to achieve social identity and accrue cultural capital within the community (Schau et al., 2009). It also guides consumers to a proper use of the brand and provide them with an inexhaustible source of information. Practices create value for marketers as well. It fosters consumption opportunities, enhances brand perception, and heightens members’ brand loyalty (Laroche et al., 2012; Schau et al., 2009). Participants in brand communities develop close relationships with the brand, the product, other consumers, and marketers through practices (Carroll & Ahuvia, 2006). Practices facilitate and increase the levels of interaction between all elements of the brand community (McAlexander, Schouten, & Koenig, 2002). Brand community members draw value from their interaction and build trust and loyalty toward the focal brand (Laroche et al., 2012).
Individuals achieve social identity in a community through self-awareness of membership in a group and the affective and evaluative significance of the membership (Bagozzi & Dholakia, 2002). Practices provide members with opportunities to meet their desired social identity. Brand community behaviors frequently accompanied with a competitive spirit (Muniz & O’Guinn, 2001). Members compete on brand devotion, knowledge, and history to express their competencies. As members possess expertise in complex practices, their standing and legitimacy increase in the community (Schau et al., 2009). Members develop both explicit performative skills and implicit cultural capital resources through the enactment of the practices. By demonstrating adroit performance on practices, members differentiate themselves with other members in terms of the social status within the community (Bourdieu, 1984; Holt, 1997). Consumers who achieve social status within the brand community are reluctant to abandon one’s status (Schau et al., 2009). Members often stay engaged in the community because of the admiration of others even after they dispose of the focal brand (Schau et al., 2009).
Brand community members accrue cultural capital through the accumulation of numerous set of complex practices, and safeguard what they have accumulated (Schau et al., 2009). Cultural capital refers to social assets which promote social mobility beyond economic means (Bourdieu, 1984). Through engaging in practices, online brand community members develop cultural capital resources to differentiate their social status within the community (Holt, 1997; Schau et al., 2009). The pursuits of cultural capital are enacted in everyday brand community life. The accumulation of cultural capital increases the value member experiences from participating in the brand community (Schau et al., 2009).
Practices vitalize the brand community (Schau et al., 2009). Considering strong and effective online brand communities are built upon the three community markers (e.g., consciousness of kind, rituals and traditions, and moral responsibility) (Laroche et al., 2012), a strong and vibrant online brand community may generate diverse value creation pracitces. Thus, the first hypothesis of the study is that
H1: As online brand community strengthens, it will generate more value creation practices.
To test hypothesis 1, this study models value creation practices as a reflective second-order construct. Social networking, impression management, community engagement, and brand use practices are modeled as reflective first-orders that constitute the second-order. By doing so, the effects of online brand community on value creation practice construct itself can be tested, rather than the effects on respective practices.
2.2.2. Loyalty toward the Brand
One of the primary goals of brand community is gaining loyal customers (McAlexander et al., 2002). Wirtz et al.(2013) found that online brand community engagements translate into brand loyalty. Online brand community members become loyal to the focal brand while identifying themselves with the community and interactively participating in it. When online brand community meets or exceeds members’ expectation, members become satisfied with the community, and it directly affects brand loyalty (Wirtz et al., 2013). Loyalty behaviors in the online brand community could be different from those of traditional, offline brand community. For example, Brodie et al. (2013) stated that, because the online brand community is a powerful interactive engagement platform for the consumer-toconsumer recommendation, electronic word-of-mouth is one of predominant loyalty behaviors which could be found in online brand communities. Laroche et al. (2012) also found that online brand community based on social media has an ability to increase members’ brand loyalty.
In light of this discussion, the present study hypothesizes that as strong online brand communities generate more value creation practices, community members engage in diverse value creation practices, and thus, it will enhance members’ brand loyalty.
H2: As online brand community generates more value creation practices, members’ brand loyalty will be enhanced.
2.2.3. Loyalty toward the Community
As it is shown in impression management practices, online brand community members work not only for a focal brand but also for a brand community. Group loyalty is a multifaceted construct. It is comprised of affective, cognitive, and behavioral factors (Levine & Moreland, 2002). For example, emotionally, group loyalty could be manifested through the experience of positive emotions associated with a group membership. Cognitively, it could be manifested through depersonalized trust in group members, and optimism about the group’s future. Behaviorally, group loyalty could be manifested through the sacrifices that members make to help their group. Staying in order to help the group even when they could receive better outcomes for themselves by leaving could be seen as an act of group loyalty (Levine & Moreland, 2002; Van Vugt & Hart, 2004). Based on group loyalty research, the present study models community loyalty as it consists of group identification (Bagozzi & Dholakia, 2006a; Hinkle, Taylor, FoxCardamone, & Crook, 1989), a sense of community (Rosenbaum, Ostrom, & Kuntze, 2005), and organizational citizenship behavior (Podsakoff, Mackenzie, Moorman, & Fetter, 1990).
Since people’s identity is partly shaped by the social groups to which they belong (Tajfel & Turner, 1986), people with high identification with their groups consider themselves as group members, while people with low identification consider themselves as unique individuals. Group identification increases members’ perceived similarity to and liking for other members (Brewer & Brown, 1998;Wilder, 1986). Social identity is the cornerstone of a group integrity which is the key to group survival (Arrow, McGrath, & Berdahl, 2000). Van Vugt and Hart (2004) stated that social identity acts as a social glue, by holding groups together that would normally collapse due to a shortage of resources, and leads to group loyalty. Social identity can be established without any current reward or punishment, the expectation of future reciprocity, or even reputational acknowledgment among other group members (Dawes, Van de Kragt, & Orbell, 1990).
McMillian and Chavis (1986) defined a sense of community as “a feeling of belonging, a belief that members matter to one another and to the overall group, and a shared faith that members’ needs will be met through their commitment to be together”. Individuals achieve a sense of community when they could obtain four benefits from joining a group; a feeling of belonging, a sense of mattering, integration and fulfillment of needs, and shared emotional connections among members (McMillian & Chavis, 1986). Rosenbaum et al. (2005) revealed that a sense of community is a significant predictor of loyalty behavior. A sense of community generates emotional connections with the sponsoring organizations and prevent members from switching to competitor products or services (Rosenbaum et al., 2005).
Organizational citizenship behavior refers to discretional behaviors that are not part of members’ formal role requirements, but nevertheless promote the effective functioning of the organization (Organ, 1988). Cooperation is one example of organizational citizenship behaviors that serves to maintain internal equilibrium. It induces spontaneous prosocial gestures to the needs of others. Cooperation is a product of informal organization such as brand communities (Muniz & O’Guinn, 2001), which is derived from the logic of sentiment (Roethhsberger & Dickson, 1964). One important element that affects citizenship behavior is task interdependence. Groups characterized by reciprocal interdependence display more citizenship behavior than groups with independence rule (Smith, Organ, & Near, 1983). Reciprocal interdependence requires spontaneous mutual adjustment in order to effect coordination (Thompson, 1967), and promotes group cohesion (Seashore, 1954). Such requirement fosters social norms of cooperation, helping, and sensitivity to others’ needs and makes salient a collective sense of social responsibility (Krebs, 1970). Organizations which promote social interaction among customers realize enhancedcustomer loyalty (Arnould, Price, & Zinkhan, 2004; AubertGamet & Cova, 1999; McAlexander et al., 2002; Muniz & O’Guinn, 2001; Oliver, 1999; Schouten & McAlexander, 1995). Since online brand communities encourage consumers to participate in reciprocal, interactive communications and activities (Nambisan & Baron, 2007), which require high levels of task interdependence (Schau et al., 2009), it leads consumers to exhibit loyalty toward not only the focal brand (Muniz & O’Guinn, 2001) but also the community (Krebs, 1970; Rosenbaum et al., 2005).
Value creation practices generated in online brand community may affect community loyalty since it provides members with social identity (Schau et al., 2009). As members participating in value creation practices, they accrue cultural capital, achieve social status, and develop social identity within the community. Such practices act as a significant switching cost, strengthen the community, and induce members to become more deeply engaged with the community (Schau et al., 2009). Therefore, the present study hypothesizes the mediating effects of community loyalty in a relationship between value creation practices and brand loyalty.
H3: Community loyalty will mediate the relationship between value creation practices and brand loyalty.
3. Research Methodology
Participants of this study are members of various types of online brand communities (e.g., business-to-consumer virtual product support community, firm-hosted online community, user-generated online community, peer-to-peer problem-solving community, and social media based brand community).
The total number of participants was 353. Data were collected online using Amazon Mechanical Turk from April 10, 2016 to May 10, 2016. After reading instructions and browsing provided links of online brand communities, participants were asked to answer; (a) whether they belong to online brand communities, (b) what is the name of the online brand community they associate themselves with, (c) how long they have been a member of the online brand community, and (d) how often they login to the online brand community on a daily, weekly, and monthly basis.
The average years that participants of this study have been a member of their online brand communities was 4.75years. The average times participants of this study login to their online brand communities was, 3.74 times a day, 22.52times a week, and 78.22 times a month. Although online brand community does not require the acquisition of the brand’s product, 326 participants (92.4%) answered that they own products made by the focal brand of their online brand community. The remained 27 participants (7.6%) answered that they do not own the products. The number of female participants was 283 (55.3%), and the number of male participants was 229 (44.7%).
4. Results
The data were analyzed through structural equations modeling using AMOS 20. A two-step structural equation modeling approach (Anderson & Gerbing, 1988) was used for the analysis. Mediating effects of community loyalty were tested by following Baron and Kenny’s (1986) steps for mediation.
4.1. Measurement Model
All measurement scales were derived from established studies; markers of online brand community (Laroche et al., 2012), social networking (Hsieh et al., 2005), impression management (Laroche et al., 2012), community engagement (Algesheimer, Dholakia, & Herrmann, 2005), brand use (Laroche et al., 2012), community identification (Bagozzi & Dholakia, 2006b; Hinkle et al., 1989), sense of community (Rosenbaum et al., 2005), organizational citizenship behavior (Podsakoff et al., 1990), brand loyalty (Chaudhuri & Holbrook, 2001). All items in the model showed loadings greater than .50. All items and their associated factor loadings, Cronbach’s alpha, AVE, and construct reliability are shown in Table 1.
Table 1: Measurement Model and Results
Internal consistency and convergent validity of the constructs were confirmed by Cronbach’s alpha with a minimum of .70 (Cronbach & Furby, 1970; Nunnally, 1967), the average variance extracted (AVE) with a minimum of .50 (Fornell & Larcker, 1981; Bagozzi & Yi, 1988), and the construct reliability (C.R.) with a minimum of .70 (Fornell & Larcker, 1981). Discriminant validity was achieved for all constructs. The square root of the average variance extracted for all constructs exceeded the correlation between two latent constructs (Fornell & Larcker, 1981). The final measurement model exhibited satisfactory goodness-of-fit statistics (Bagozzi & Yi, 1988); X2(456) = 911.136, X2/df = 1.998, p = .000, GFI = .861, CFI = .922, RMSEA = .053.
4.2. Structural Model
The structural model (N=353) showed satisfactory goodness-of-fit statistics (Bagozzi & Yi, 1988); X2(473) = 1001.541, X2/df = 2.117, p = .000, GFI = .840, CFI = .909, RMSEA = .056.
Hypotheses 1 and 2 were tested at the first stage. To test hypotheses 1 and 2, the community loyalty construct was excluded from the full model. The structural model that tested the relationship between online brand community, value creation practices, and brand loyalty showed satisfactory goodness-of-fit statistics (Bagozzi & Yi, 1988); X2(176) = 428.751, X2/df = 2.436, p = .000, GFI = .895, CFI = .919, RMSEA = .064.
Hypotheses 1 and 2 were supported. All paths in the model were significant at p<0.001 level (Table 2). All three markers of online brand community (e.g., consciousness of kind, rituals and traditions, and moral responsibility) were proved to be a significant indicator of the online brand community. Hypothesis 1 was supported. As a consequence of the linear sum of three community markers, the online brand community showed significant effects on the value creation practices (ȕ = .850). Among the three community markers, moral responsibility showed the strongest effect on the online brand community (ȕ = .841). The standardized regression weights of consciousness of kind and rituals and traditions markers on the online brand community were .634 and .622, respectively.
Table 2: Results of Testing: Hypothesis 1, 2
Notes: ** p < .001
All four value creation practices were proved to be a significant indicator of the value creation practices construct. Among the four practices, social networking (β = .966), impression management (β = .995), and brand use (β = .921) practices showed strong effects on value creation practices. Community engagement practice (β = .776) showed the weakest effects on value creation practices. Hypothesis 2 was supported. The value creation practices showed significant effects on brand loyalty (β = .809).
Hypothesis 3, the mediating effects of community loyalty on the relationship between value creation practices and brand loyalty, was tested at the second stage. The mediating effects of community loyalty were tested by following Baron and Kenny’s (1986) steps for mediation. Since the effects of value creation practices on brand loyalty (H2) were revealed at the first stage, the effects of value creation practices on community loyalty were tested to satisfy the preliminary conditions of mediating effects suggested by Baron and Kenny (1986).
To test the effects of value creation practices on community loyalty, the brand loyalty construct was excluded from the full model. The structural model that tests the preliminary condition of mediating effects showed saticactory goodness-of-fit statistics(Bagozzi & Yi, 1988); X2(361) = 835.754, X2/df = 2.315, p = .000, GFI = .845, CFI - .901, RMSEA = .061.
Since community loyalty operationalized as a second-order reflective latent construct with the three first-order reflective indicators (e.g., commuity identification, behavior), the significance of indicators was tested before testing the relationship between value creation pratices and community loyalty. The results showed that all the three indicators were signicicant reflective indicators of community loyalty at p < .001 level. Among the three indicators, community identicication (β = .811) and organizational citizenship behavior (β = .874) showed strong effects, and the sense of community (β= .353) showed relatively weaker effects on community loyalty(Table 3). The effects of value creation pratices on community loyalty (β - .879) were confirmed at p < .001 level, which sarisfies the preliminary conditons to proceed to test the mediating effects of community loyalty.
Table 3: Results of Testing: Hypothesis 3
Notes: **p < .001
The mediating effects of community loualty on the relationship between value creation pratices and brand loualty were tested with the full model (X2/df = 2.117, GFI = .840, CFI -=.909, RMSEA = .056). In the precious stage. the two preliminary conditons for testing the meadiating effects of community were confirmed. Value creation practices showed signficant effects on both brand loualty and community loyalty. respectively. However, when the community loyalty construct was included as a mendiator between the two construct value creation practices and brand loyalty, the effects of value creation practices on brand loyalty dropped in mangnitude, from .809 (p < .001) to -.248 (p = .22), and the relationship became non-significant. Therefor, hypothesis 3 was supported. The standardized regression weights for each path are presented in Table 3 and Figure 1.
Figure1: Results of Testing:Hypothesis 3
5. Discussions and Conclusions
This study modeled the online brand community as a reflective first-order, formative second-order construt. The test results showed that all the three community markers are significant idicators of the online brand community(p<0.001). The results suggest that the online brand community strengthens when; (a) members feel and recognize consciousness of kind with other members, (b) rituals and traditions of online brand community strengyhen, and (c) members feel a sense of duty to the community and indiviual members.
The moral responsibillty marker showed the strongest effects on the online brand community. This study showed that although the online brand community is a viluntary group, there exists moral consciousness among members both th the community and individual members. Such findings are meaningful in that it reveals the distinctive features of online brand community, compare to trandional brand communities. In previous brand community research, it has been belived that consiouness of kind is the most effective maker among the three community markers(Muniz & O'Guinn, 2001). Wirtz et al.'s (2013) also pointed that online brand community members tent to cry less moral responsibillty since online brand community allows members to reveal that the moral responsibillty marker has the strongest effects on the online brand community.
Assinting members in the proper use of the fical brand is one of the most reprsentative forms of moral responsibillty shown in brand communties. In traditional, offline brand communities, assisting or helping other members are not easy to be manifested because those activities frequently go beyond members' formal role. Unlike conscioisness of kind and rituals and traditions makers, it requires altuistic motivation of members for moral responsibility beingmanifested in brand communities. It also requires moreinvestments in terms of members’ time and effort. For thosereasons, in traditional, offline brand communities, the moralresponsibility has a relatively weaker effect on brandcommunities. However, in online brand communities,assisting or helping other members regarding the use of thefocal brand could be easily manifested, since assisting orhelping behaviors can be institutionalized and regeneratedin the online brand communities. Most of thecommunications generated in the online brand communityare centered on consumption experiences of using the focalbrand. Online brand communities accumulate expertise onindividual topics related to the focal brand, and thoseaccumulated expertise function as a cultural capital forconsumers who seek for reliable consumption-relatedinformation. Considering the significant effects that themoral responsibility marker has on the online brandcommunity, marketers should facilitate online brandcommunity members to discuss or share consumptionrelated information with each other in the communities.
In testing the effects of online brand community, this studymeasured the online brand community as a sum of threecommunity markers; consciousness of kind, rituals andtraditions, and moral responsibility. Since this studymodeled the online brand community as a reflective firstorder, formative second-order construct, the value creationpractice of online brand community was simultaneouslymodeled as an outcome of the latent variable. The testresults of hypothesis 1 showed that the online brandcommunity has significant effects on the value creationpractices of online brand community. All four value creationpractices were proved to be a significant reflective indicatorof the value creation practice construct.
Hypothesis 2 tested the effects of value creation practiceson brand loyalty. The tested results showed that valuecreation practices of online brand community enhancebrand loyalty. Such finding aligns with previous brandcommunity research showing that a strong brand communitycan lead members to have not only a socially embeddedloyalty but also a hyper-loyalty (Muniz & O’Guinn, 2001).
Hypothesis 3 was supported. In testing the communityloyalty construct, this study defined the community loyaltybased on the two of closely related loyalty, group loyalty andorganizational loyalty, and measured the community loyaltyas it consists of cognitive, affective, and behavioraldimensions of loyalty. Community identification, sense ofcommunity, and organizational citizenship behavior weremodeled as reflective indicators of the community loyalty. The test results showed that all three indicators aresignificant reflective indicators of the community loyalty. Thisstudy found that community loyalty fully mediates therelationship between the value creation practice and brandloyalty. The mediating effects of community loyalty suggestthat making members loyal to the community is crucial togain brand-loyal customers.
6. Limitations and Direction for FutureResearch
There are some limitations in this research. First, thisstudy does not differentiate data according to the productcategories. Since the aim of this study is to test the effectsof online brand community in general, this study does notinvestigate the effects of product categories on the onlinebrand community. In this study, the data heterogeneity issueregarding a product category was only confirmed byconducting a group comparison between high and lowproduct involvement groups. However, since this studyrevealed the effects of online brand community in general,future research should narrow down the scope of onlinebrand community research by investigating the online brandcommunity of specified product category.
Second, the effects of online brand community on itsoutcomes could be different according to the governance ofthe community. For example, online brand communitiesgenerated by devoted users of the brand may showdistinctive outcomes compare to online brand communitiesgenerated by firms or marketers. Therefore future researchshould investigate the impact of various moderators, suchas governance, on online brand communities.
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