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Since influencer marketing becomes more sophisticated, it is difficult for brands to manage the strategy and process of this marketing practice. With a practical focus, this study aims at helping marketers cope with the challenge by developing conceptual typologies for influencers and followers and suggesting marketing implications for each type of influencer and follower.

This study subscribes to the perspectives of virtual community and social information processing to develop conceptual typologies for influencers and followers based on their essential characteristics.

Based on levels of expertise and interactivity, influencers can be categorized as broadcasters, leaders, friends and companions. Each type has advantages in certain branding objectives (e.g. increasing awareness, inducing judgments and feelings, building brand and user imagery, encouraging pro-brand behaviors and managing relationships) and is associated with certain marketing limitations (e.g. reach, domain breadth, informational support, brand congruence and relationship management). Based on levels of behavioral engagement and the point of attachment, followers are categorized into spectators, participants, admirers and advocators, with specific marketing communication strategies most effective for each type (e.g. strategies of content, narratives, engagement and co-branding).

The study translates the idea of influencer community into a practically useful framework for practitioners to best leverage influencer marketing and an innovative perspective for scholars to further investigate the phenomenon.

This study explores information behavior and perception and vaccination among America's three largest ethnic minorities, Hispanic, Black/African American and Asian, in COVID-19 context. Information behavior and perception are investigated from cultural and demographic characteristics, while vaccination is explored from COVID-19 related information behavior and utility/value of COVID-19 vaccine information.

Using Qualtrics survey panel, a national survey of America's Hispanic, Black/African American and Asian population was conducted to better understand the impact of cultural and demographic factors on COVID-19 related information. Data were collected in Fall 2021. Multiple and logistic regression were conducted to analyze data.

Results show that cultural factors (i.e. cultural identity, social identity, social capital and religiousness) exert significant impact on information value and seeking across all three minority groups, while some demographic factors, Republicanism and age, also significantly predict COVID-19 related information seeking and value for Black/African Americans and Hispanics, but less for Asian Americans. Lastly, information value was found to significantly predict vaccine status, willingness and eagerness, the three facets of vaccination as conceptualized in this study, for top three racial/ethic minorities.

The finding of this study reveal that there are variations in terms of the level and type of attachment to one's culture/social group in COVID-19 informational context. Between the three groups, granular differences were observed regarding the relationship between cultural factors and perceived COVID-19 information value. While cultural identity is most associated with African Americans, social capital is most evident for the Asian Americans, but social identity was the strongest predictor among Hispanics. Thus, this study offers important strategic insights into a unique population sample to better understand the impact of COVID-19 related information perception and vaccination implication.