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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Psychol.</journal-id>
<journal-title>Frontiers in Psychology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychol.</abbrev-journal-title>
<issn pub-type="epub">1664-1078</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyg.2022.885688</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychology</subject>
<subj-group>
<subject>Perspective</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Motivating Social Influencers to Engage in Health Behavior Interventions</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Smit</surname> <given-names>Crystal R.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1337464/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Bevelander</surname> <given-names>Kirsten E.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>de Leeuw</surname> <given-names>Rebecca N. H.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Buijzen</surname> <given-names>Moniek</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Erasmus School of Social and Behavioural Sciences, Erasmus University Rotterdam</institution>, <addr-line>Rotterdam</addr-line>, <country>Netherlands</country></aff>
<aff id="aff2"><sup>2</sup><institution>Radboud Institute for Health Sciences, Radboud University and Medical Centre</institution>, <addr-line>Nijmegen</addr-line>, <country>Netherlands</country></aff>
<aff id="aff3"><sup>3</sup><institution>Behavioural Science Institute, Radboud University</institution>, <addr-line>Nijmegen</addr-line>, <country>Netherlands</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Frans Folkvord, Tilburg University, Netherlands</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Shauna M. Burke, Western University, Canada</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Crystal R. Smit <email>c.r.smit&#x00040;essb.eur.nl</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Health Psychology, a section of the journal Frontiers in Psychology</p></fn></author-notes>
<pub-date pub-type="epub">
<day>22</day>
<month>07</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>885688</elocation-id>
<history>
<date date-type="received">
<day>28</day>
<month>02</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>02</day>
<month>05</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2022 Smit, Bevelander, de Leeuw and Buijzen.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Smit, Bevelander, de Leeuw and Buijzen</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license> </permissions>
<abstract>
<p>Social influencers are widely known as the promotors of purchase behavior as well as for their potential to change health behaviors among individuals in their social networks. For social influencers to be successful in changing behaviors, it is essential that they convey their message in an authentic, original, credible, and persistent manner. In the context of health behavior interventions, this requires a focus on the motivation of social influencers to engage in the intervention. This perspective article describes the importance of motivating social influencers to engage in the desired health behaviors themselves and to promote it within their social network. We briefly describe the current state of knowledge and our empirical experience in implementing health interventions with social influencers. Using insights from self-determination theory, we demonstrate how social influencers can be motivated optimally in health behavior interventions and, thereby, improving the success of the intervention. To illustrate these insights and guide intervention practice, we provide concrete examples of techniques that can be applied in health interventions involving social influencers. We conclude with directions for further research and intervention practice to improve the delivery of health behavior interventions.</p></abstract>
<kwd-group>
<kwd>social influencers</kwd>
<kwd>health behavior</kwd>
<kwd>interventions</kwd>
<kwd>youth</kwd>
<kwd>motivation</kwd>
</kwd-group>
<contract-sponsor id="cn001">Nederlandse Organisatie voor Wetenschappelijk Onderzoek<named-content content-type="fundref-id">10.13039/501100003246</named-content></contract-sponsor>
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<ref-count count="58"/>
<page-count count="6"/>
<word-count count="5400"/>
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</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Social influencers are widely known as the promotors of (purchase) behaviors to influence individuals in their social networks for marketing and advertising purposes [for a review, see Vrontis et al. (<xref ref-type="bibr" rid="B56">2021</xref>)]. They can also effectively promote and change health behaviors within their social networks to prevent communicable and non-communicable diseases [for a review, see Hunter et al. (<xref ref-type="bibr" rid="B22">2019</xref>)]. The role in which they exert their influence can range from a popular influencer on social media to a natural peer influencer in a school classroom (Hunter et al., <xref ref-type="bibr" rid="B22">2019</xref>; Vrontis et al., <xref ref-type="bibr" rid="B56">2021</xref>). For a successful development of campaigns involving social influencers, it is essential that they can convey their message in an authentic, original, credible, and persistent manner (Santiago and Castelo, <xref ref-type="bibr" rid="B38">2020</xref>). Recent empirical research on social influencers has also shown that perceived credibility and authenticity of influencers by their followers are important indicators of campaign success (e.g., Munnukka et al., <xref ref-type="bibr" rid="B29">2019</xref>; P&#x000F6;yry et al., <xref ref-type="bibr" rid="B34">2019</xref>; Reinikainen et al., <xref ref-type="bibr" rid="B36">2020</xref>; Pittman et al., <xref ref-type="bibr" rid="B32">2022</xref>). To achieve this, campaign developers must ensure that social influencers are motivated to be engaged in the campaign and the related behaviors (Lin et al., <xref ref-type="bibr" rid="B25">2018</xref>; Audrezeta et al., <xref ref-type="bibr" rid="B4">2020</xref>).</p>
<p>A recent practical example that highlights the relevance of this, is the COVID-19 &#x0201C;&#x00023;alleensamen&#x0201D; [&#x00023;onlytogether] health campaign of the Ministry of Health, Welfare and Sport in the Netherlands. In this campaign, social influencers were rewarded extrinsically with money to post a video or message on their social media to promote the government-imposed COVID-19 measures on social distancing within their social networks. A few months later, some of these influencers turned against the government policy and urged others on social media using the &#x00023;ikdoenietmeermee [&#x00023;idonotparticipateanymore] hashtag to stop adhering to these COVID-19 measures (Nederlandse Omroep Stichting NOS, <xref ref-type="bibr" rid="B31">2020</xref>). This could possibly have been prevented if more attention had been directed to the intrinsic motivation of these social influencers to promote COVID-19 measures. Therefore, in this perspective article, we discuss the importance of focusing on the intrinsic motivation of social influencers to engage in health behavior interventions, thereby allowing them to be perceived as credible and authentic by their followers.</p>
<p>Social influencers have been extensively included by marketing and advertising industries in their campaigns to influence the purchase behaviors of individuals in their social networks (De Veirman et al., <xref ref-type="bibr" rid="B13">2019</xref>; Vrontis et al., <xref ref-type="bibr" rid="B56">2021</xref>). A well-known promotional activity of social influencers in marketing and advertising is the so-called <italic>unboxing</italic> videos in which they unpack a product, try it out, and share their experiences on their social media channel. Products endorsed by these social influencers include, for example, toys (Craig and Cunningham, <xref ref-type="bibr" rid="B12">2017</xref>), makeup (Wiedmann et al., <xref ref-type="bibr" rid="B58">2010</xref>), and predominantly unhealthy foods and beverages (Coates et al., <xref ref-type="bibr" rid="B11">2019</xref>; Smit et al., <xref ref-type="bibr" rid="B42">2020</xref>). During the past years, there has been a growing interest in implementing this social influencer strategy to promote health behaviors. There has been ample research conducted on so-called &#x0201C;social-network interventions&#x0201D; in which the most central individuals in the network are identified as influencers to promote health behavior change within their social network (Valente, <xref ref-type="bibr" rid="B49">2010</xref>). Most of these interventions involving social influencers to promote health behavior change have proven successful, however, there are a few examples of interventions that were not successful (Bell et al., <xref ref-type="bibr" rid="B5">2017</xref>; van Woudenberg et al., <xref ref-type="bibr" rid="B53">2018</xref>, <xref ref-type="bibr" rid="B54">2020</xref>). Social influencers proved successful in promoting condom use among gay communities (Kelly et al., <xref ref-type="bibr" rid="B23">1997</xref>; Amirkhanian et al., <xref ref-type="bibr" rid="B1">2015</xref>), smoking cessation among young adolescents (Valente et al., <xref ref-type="bibr" rid="B50">2003</xref>; Campbell et al., <xref ref-type="bibr" rid="B9">2008</xref>), water consumption among children (Smit et al., <xref ref-type="bibr" rid="B45">2016</xref>, <xref ref-type="bibr" rid="B43">2021a</xref>; Franken et al., <xref ref-type="bibr" rid="B19">2018</xref>), and physical activity among young adolescent girls (Sebire et al., <xref ref-type="bibr" rid="B40">2018</xref>). In addition to these offline social influencer examples involving real-life connections, attention has recently been growing for the use of social influencers to promote health behaviors in online social networks through social media. For example, social influencers have effectively promoted healthy snacking (Folkvord et al., <xref ref-type="bibr" rid="B18">2020</xref>) and flu vaccination (Bonnevie et al., <xref ref-type="bibr" rid="B6">2020</xref>) among their online followers.</p>
<p>There are various motivations for popular influencers on social media as well as natural peer influencers in classrooms, schools, and communities to engage in campaigns, ranging from extrinsic to intrinsic motivation. For example, extrinsic motivation involves social influencers being paid or compensated with free products to promote the behavior, while an intrinsic motivation could involve their deep interest or enjoyment of the related product or service (Lin et al., <xref ref-type="bibr" rid="B25">2018</xref>; Audrezeta et al., <xref ref-type="bibr" rid="B4">2020</xref>). Many social influencers have begun to share behaviors within their social networks based on an intrinsic motivation, for example, as an outlet for themselves or because they enjoy inspiring, helping, or educating others. As their audience grows, their motivations may also gradually change to or expand with extrinsic motivation when they promote (purchase) behavior for money and free products (Audrezeta et al., <xref ref-type="bibr" rid="B4">2020</xref>). However, some influencers perceive that with sponsored content, the post is not as popular among their followers compared to a non-paid post (Neal, <xref ref-type="bibr" rid="B30">2017</xref>). As a result, they can become less motivated when it comes to creating and sharing sponsored posts and behaviors (Neal, <xref ref-type="bibr" rid="B30">2017</xref>; Audrezeta et al., <xref ref-type="bibr" rid="B4">2020</xref>). This emphasizes the importance of focusing on intrinsic motivation in interventions with social influencers to keep them engaged in the promoted behaviors. Additionally, research focused on health behavior change shows that individuals who are intrinsically motivated are more likely to adopt and maintain health-related behaviors over time (Silva et al., <xref ref-type="bibr" rid="B41">2011</xref>; Hagger et al., <xref ref-type="bibr" rid="B21">2014</xref>; Smit et al., <xref ref-type="bibr" rid="B46">2018</xref>). Therefore, it is especially important when the intervention targets health behaviors to focus on enhancing the intrinsic motivation of social influencers. In the next section of this article, we briefly describe the current state of knowledge on motivating social influencers to engage in health behavior interventions.</p>
</sec>
<sec id="s2">
<title>Motivating Social Influencers</title>
<p>Lately, there has been a growing awareness of the importance of training social influencers to convey the desired health behaviors [for a review, see St. Pierre et al., <xref ref-type="bibr" rid="B47">2021</xref>]. Researchers suggest that thorough training of those who deliver the message is key to a successful health intervention (Langford et al., <xref ref-type="bibr" rid="B24">2015</xref>; van Woudenberg et al., <xref ref-type="bibr" rid="B53">2018</xref>; Smit et al., <xref ref-type="bibr" rid="B43">2021a</xref>). To date, the content of most social influencer trainings has focused primarily on providing social influencers with knowledge about the promoted health behaviors (St. Pierre et al., <xref ref-type="bibr" rid="B47">2021</xref>). Behavioral change models assume that more determinants than having the capability or the necessary knowledge are needed to engage in the health behavior and that motivation also plays a central role (Michie et al., <xref ref-type="bibr" rid="B27">2011</xref>; Deci and Ryan, <xref ref-type="bibr" rid="B16">2012</xref>). Therefore, health intervention developers should consider the social influencers&#x00027; motivation to engage in the health behavior themselves and their motivation to promote the desired health behavior within their social networks. To address this, we propose to apply principles of a prominent theory of motivation in health behavior, called self-determination theory, in the training of the social influencers.</p>
<p>According to self-determination theory (Deci and Ryan, <xref ref-type="bibr" rid="B16">2012</xref>), being intrinsically motivated depends on the degree to which individuals perceive the satisfaction of three psychological needs: autonomy (the sense of ownership and choice), competence (the sense of being capable and effective), and relatedness [the sense of being connected and caring for others (Deci and Ryan, <xref ref-type="bibr" rid="B15">2000</xref>; Ryan and Deci, <xref ref-type="bibr" rid="B37">2017</xref>)]. These psychological needs can be satisfied by creating a context in which, for example, individuals&#x00027; perspectives are acknowledged, rationales are provided that are personally meaningful to them, choices are offered, and support is provided to strengthen their existing skills, all while minimizing pressure and control (Deci and Ryan, <xref ref-type="bibr" rid="B15">2000</xref>; Vansteenkiste et al., <xref ref-type="bibr" rid="B55">2004</xref>). Several studies have shown that applying these types of motivational techniques contributes to promoting intrinsic motivation and desired behavioral outcomes over time [for a review, see Gillison et al. (<xref ref-type="bibr" rid="B20">2019</xref>), Teixeira et al. (<xref ref-type="bibr" rid="B48">2020</xref>)]. Therefore, to enhance the intrinsic motivation of social influencers in health interventions, techniques from self-determination theory can be applied in the training to satisfy their needs for autonomy, competence, and relatedness. In a recent study, we applied techniques from self-determination theory in the design and delivery of a health intervention with social influencers. The study showed that social influencers&#x00027; intrinsic motivation for the desired health behavior increased, and that they felt supported in promoting the health behavior within their social networks (Smit et al., <xref ref-type="bibr" rid="B44">2021b</xref>). In the next section we provide concrete examples of techniques that can be applied in health interventions to motivate social influencers to engage in health interventions. To do so, we will utilize insights from self-determination theory and our empirical experience with implementing health behavior interventions with social influencers.</p>
</sec>
<sec id="s3">
<title>Techniques for Motivating Social Influencers</title>
<sec>
<title>Personal Approach</title>
<p>Today&#x00027;s youth spend a lot of time online (Reid Chassiakos et al., <xref ref-type="bibr" rid="B35">2016</xref>; Valkenburg and Piotrowski, <xref ref-type="bibr" rid="B51">2017</xref>) and are often permanently connected to their online social networks through social media platforms (Boyd, <xref ref-type="bibr" rid="B7">2014</xref>). Many health intervention developers tend to conduct health interventions with social influencers entirely online, because this is a low-cost and less time-consuming method (Bell et al., <xref ref-type="bibr" rid="B5">2017</xref>). However, we recommend against an online-only approach for the training or briefing. A recent health intervention in which social influencers were trained entirely online and where there were no face-to-face interactions with the social influencers did not find an effect of the intervention on youth&#x00027;s health behaviors (van Woudenberg et al., <xref ref-type="bibr" rid="B53">2018</xref>). The researchers argued that, compared to health interventions offering face-to-face interactions, this less personal approach resulted in lower social influencer engagement in the health intervention. The relationship between the intervention developer and the influencer has been shown to be an important factor in determining the success of an intervention (Santiago and Castelo, <xref ref-type="bibr" rid="B38">2020</xref>). Through face-to-face interactions, social influencers experience that there is personal involvement and care from the intervention developers and that time is taken for them which contributes to their sense of relatedness (Gillison et al., <xref ref-type="bibr" rid="B20">2019</xref>). Providing opportunities for ongoing support during the delivery of the health intervention to social influencers is also a technique that corresponds to their need for relatedness (Deci and Ryan, <xref ref-type="bibr" rid="B15">2000</xref>; Gillison et al., <xref ref-type="bibr" rid="B20">2019</xref>; Teixeira et al., <xref ref-type="bibr" rid="B48">2020</xref>). A systematic review indicated that providing follow-up sessions and/or having regular contact to provide support are important factors to include when implementing health interventions involving social influencers (St. Pierre et al., <xref ref-type="bibr" rid="B47">2021</xref>). All of these techniques ultimately increase the intrinsic motivation of social influencers to engage in health interventions (Deci and Ryan, <xref ref-type="bibr" rid="B15">2000</xref>; Gillison et al., <xref ref-type="bibr" rid="B20">2019</xref>).</p>
</sec>
<sec>
<title>Non-controlling Language</title>
<p>The way in which the training or briefing on health behaviors is communicated to social influencers is important to ensure that they feel connected to and internalize the information conveyed (Pope et al., <xref ref-type="bibr" rid="B33">2018</xref>). When non-controlling and informational language is applied, individuals are more likely to perceive choice and collaboration, which responds to their need for autonomy (Deci and Ryan, <xref ref-type="bibr" rid="B15">2000</xref>; Gillison et al., <xref ref-type="bibr" rid="B20">2019</xref>; Teixeira et al., <xref ref-type="bibr" rid="B48">2020</xref>). In contrast, a controlling approach has been found to be experienced as external pressure for individuals, which could result in social influencers feeling that performing the behavior is not their own choice (Weinstein et al., <xref ref-type="bibr" rid="B57">2020</xref>). These feelings of external pressure can evoke reactance whereby they disregard the health behavior or do the opposite (van Petegem et al., <xref ref-type="bibr" rid="B52">2015</xref>). Research has shown that when trainers used non-controlling and informational language in their communication with social influencers, they felt that they were offered choices, encouraged to ask questions, heard and understood, which promoted their intrinsic motivation to engage in the behavior (Sebire et al., <xref ref-type="bibr" rid="B39">2019</xref>; Smit et al., <xref ref-type="bibr" rid="B44">2021b</xref>).</p>
</sec>
<sec>
<title>Collaborative Activities</title>
<p>A personal approach allows for interactive elements to be added to the training, which is an important contributor to ensuring that the training is well received by social influencers (St. Pierre et al., <xref ref-type="bibr" rid="B47">2021</xref>). Games, group discussion, and collaboration are important training elements to increase the enjoyment of social influencers for the desired behavior (Sebire et al., <xref ref-type="bibr" rid="B39">2019</xref>). Collaborative activities can be incorporated into training or briefing in two ways. First, opportunities can be created to perform the task of promoting the health behavior as a group. Facilitating cooperative peer-to-peer activities within the group contributes to their sense of relatedness which may increase their intrinsic motivation to promote the behavior (Deci and Ryan, <xref ref-type="bibr" rid="B15">2000</xref>; Gillison et al., <xref ref-type="bibr" rid="B20">2019</xref>). In our recent study, social influencers indicated that collaborating on a &#x0201C;secret mission&#x0201D; was the most enjoyable aspect of the health intervention (Smit et al., <xref ref-type="bibr" rid="B44">2021b</xref>). Second, collaborative activities can be applied by encouraging them to share with others their perspectives on the behavior during the training. These perspectives can inform their personal choices, tapping into their feelings of autonomy. Consequently, this may increases their motivation to engage in the behavior (Deci and Ryan, <xref ref-type="bibr" rid="B15">2000</xref>; Teixeira et al., <xref ref-type="bibr" rid="B48">2020</xref>).</p>
</sec>
<sec>
<title>Personal Meaningful Rationales</title>
<p>Providing meaningful rationales has been found to be an effective technique to apply in health interventions (Dusseldorp et al., <xref ref-type="bibr" rid="B17">2014</xref>). Research has shown that even in a boring task, meaningful rationales can lead to internalization (Deci et al., <xref ref-type="bibr" rid="B14">1994</xref>). Encouraging social influencers to identify rationales for health behaviors that are personally meaningful or valuable to them addresses their sense of autonomy, which forms the basis for their intrinsic motivation (Deci and Ryan, <xref ref-type="bibr" rid="B15">2000</xref>; Gillison et al., <xref ref-type="bibr" rid="B20">2019</xref>; Teixeira et al., <xref ref-type="bibr" rid="B48">2020</xref>). Providing social influencers with rationales to engage in and promote the health behaviors devised by intervention developers may feel to them as being externally imposed (Martela et al., <xref ref-type="bibr" rid="B26">2021</xref>). Instead, rationales can be more persuasive if they align with the perceptions of the social influencers. In this regard, it is important that the rationales are cocreated with the social influencer and that their vision is taken into account, aligning with their need for autonomy. In our recent study, social influencers indicated that devising rationales, using a word web, on the importance of the health behavior was one of the most enjoyable aspects of the training. Moreover, they shared these devised rationales when communicating the importance of the health behavior in their social network (Smit et al., <xref ref-type="bibr" rid="B44">2021b</xref>).</p>
</sec>
<sec>
<title>Strengthen Existing and Build New Skills</title>
<p>Prompting social influencers to identify potential barriers when engaging in and promoting health behaviors and exploring ways to overcome them increases their self-confidence and reinforces their existing skills, relating to their need for competence (Deci and Ryan, <xref ref-type="bibr" rid="B15">2000</xref>; Gillison et al., <xref ref-type="bibr" rid="B20">2019</xref>; Teixeira et al., <xref ref-type="bibr" rid="B48">2020</xref>). This can be achieved by using self-persuasion techniques (Aronson, <xref ref-type="bibr" rid="B3">1999</xref>); for example, by placing them in a situation where they can devise their own arguments to convince themselves how to adhere to or change the behavior (Miller and Wozniak, <xref ref-type="bibr" rid="B28">2001</xref>). Devising reasons and ways how they could engage in and promote the health behaviors within their social network creates an opportunity for them to learn new skills. In addition, the training or briefing can also focus on supporting and informing them about the use of possible strategies to promote the health behavior. These techniques boost their self-confidence, reduce feelings of failure, and promote their sense of competence (Deci and Ryan, <xref ref-type="bibr" rid="B15">2000</xref>; Gillison et al., <xref ref-type="bibr" rid="B20">2019</xref>). Research has shown the importance of having the opportunity to practice promoting the health behavior, for example through role playing (St. Pierre et al., <xref ref-type="bibr" rid="B47">2021</xref>). As mentioned earlier, when providing information about the strategies they can use, it is important that social influencers experience freedom of choice. This promotes ownership which contributes to their sense of autonomy and consequently increases their intrinsic motivation (Deci and Ryan, <xref ref-type="bibr" rid="B15">2000</xref>; Gillison et al., <xref ref-type="bibr" rid="B20">2019</xref>; Teixeira et al., <xref ref-type="bibr" rid="B48">2020</xref>).</p>
<p>Altogether, the use of these techniques can increase the intrinsic motivation of social influencers (Deci and Ryan, <xref ref-type="bibr" rid="B15">2000</xref>; Gillison et al., <xref ref-type="bibr" rid="B20">2019</xref>; Teixeira et al., <xref ref-type="bibr" rid="B48">2020</xref>), which can ensure that they create authentic and original content that is perceived as attractive and credible by the individuals in their social networks (Casal&#x000F3; et al., <xref ref-type="bibr" rid="B10">2020</xref>). Providing and encouraging creative freedom is found to be an important aspect for effective interventions with social influencers (Santiago and Castelo, <xref ref-type="bibr" rid="B38">2020</xref>). However, our research showed that when social influencers are given full freedom, some influencers tend to use promotional strategies that can be considered as controlling, for example, by making it a challenge and offering rewards in return (Smit et al., <xref ref-type="bibr" rid="B44">2021b</xref>). This does not spark the intrinsic motivation of the individuals in their social network (Cameron and Pierce, <xref ref-type="bibr" rid="B8">1994</xref>). Therefore, in addition to intrinsically motivating social influencers, it is also important to educate them about promoting health behaviors in a way that promotes the intrinsic motivation of the individuals in their social network.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="s4">
<title>Conclusion</title>
<p>In conclusion, our perspective is that health behavior interventions involving social influencers should have an extensive focus on the intrinsic motivation of social influencers. This can be achieved by integrating insights and techniques from self-determination theory to enhance the intrinsic motivation of social influencers through the satisfaction of their psychological needs. Enhancing the intrinsic motivation of social influencers in health interventions makes them more likely to engage, and thus promote the behavior in a more authentic, original, and credible way. In this paper, we presented a set of techniques that can be applied to intrinsically motivate social influencers. We believe that the needs of social influencers could be more effectively addressed by a cocreation approach in which they are involved throughout the development and implementation of the intervention content (Anselma et al., <xref ref-type="bibr" rid="B2">2019</xref>). A cocreation approach underlines feelings of autonomy, competence, and relatedness among social influencers because they are listened to and have freedom of choice in their actions and behaviors. We acknowledge that besides the motivation of social influencers, having the opportunity to engage in the health behavior and the ability to promote the behavior are also important determinants for behavior change (Michie et al., <xref ref-type="bibr" rid="B27">2011</xref>). In addition to the motivation of the social influencers, it is also important to focus on the intrinsic motivation of targeted individuals in their social networks, especially for the long-term effect of the health behavior intervention (Silva et al., <xref ref-type="bibr" rid="B41">2011</xref>; Smit et al., <xref ref-type="bibr" rid="B46">2018</xref>). Future research should therefore focus on supporting the social influencers in creating a social climate that promotes the motivation for health behaviors of the individuals in their social network.</p>
</sec>
<sec id="s5">
<title>Author Contributions</title>
<p>CS conceptualized the ideas and wrote the first draft of the article. KB, MB, and RL contributed to the conceptualization. KB involved in writing of the article. RL contributed to the final version of the article. MB edited the article. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec sec-type="funding-information" id="s6">
<title>Funding</title>
<p>This publication is part of the project SocialMovez: Effective and responsible health campaigns for adolescents using online social networks (with project number VI.C.181.045) of the Vici Talent Program, which is financed by the Dutch Research Council (NWO).</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s7">
<title>Publisher&#x00027;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec> </body>
<back>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Amirkhanian</surname> <given-names>Y. A.</given-names></name> <name><surname>Kelly</surname> <given-names>J. A.</given-names></name> <name><surname>Takacs</surname> <given-names>J.</given-names></name> <name><surname>McAuliffe</surname> <given-names>T. L.</given-names></name> <name><surname>Kuznetsova</surname> <given-names>A. V.</given-names></name> <name><surname>Toth</surname> <given-names>T. P.</given-names></name> <etal/></person-group>. (<year>2015</year>). <article-title>Effects of a social network HIV/STD prevention intervention for MSM in Russia and Hungary: a randomized controlled trial</article-title>. <source>AIDS Lond. Engl</source>. <volume>29</volume>, <fpage>583</fpage>&#x02013;<lpage>593</lpage>. <pub-id pub-id-type="doi">10.1097/QAD.0000000000000558</pub-id><pub-id pub-id-type="pmid">25565495</pub-id></citation></ref>
<ref id="B2">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Anselma</surname> <given-names>M.</given-names></name> <name><surname>Altenburg</surname> <given-names>T. M.</given-names></name> <name><surname>Emke</surname> <given-names>H.</given-names></name> <name><surname>van Nassau</surname> <given-names>F.</given-names></name> <name><surname>Jurg</surname> <given-names>M.</given-names></name> <name><surname>Ruiter</surname> <given-names>R. A. C.</given-names></name></person-group> (<year>2019</year>). <article-title>Co-designing obesity prevention interventions together with children: intervention mapping meets youth-led participatory action research</article-title>. <source>Int. J. Behav. Nutr. Phys. Act</source>. <volume>16</volume>, <fpage>130</fpage>. <pub-id pub-id-type="doi">10.1186/s12966-019-0891-5</pub-id><pub-id pub-id-type="pmid">31831006</pub-id></citation></ref>
<ref id="B3">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Aronson</surname> <given-names>E.</given-names></name></person-group> (<year>1999</year>). <article-title>The power of self-persuasion</article-title>. <source>Am. Psychol</source>. <volume>54</volume>, <fpage>875</fpage>&#x02013;<lpage>884</lpage>. <pub-id pub-id-type="doi">10.1037/h0088188</pub-id></citation>
</ref>
<ref id="B4">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Audrezeta</surname> <given-names>A.</given-names></name> <name><surname>de Kervilerb</surname> <given-names>G.</given-names></name> <name><surname>Guidry Moulardc</surname> <given-names>J.</given-names></name></person-group> (<year>2020</year>). <article-title>Authenticity under threat: when social media influencers need to go beyond self-presentation</article-title>. <source>J. Bus. Res</source>. <volume>117</volume>, <fpage>557</fpage>&#x02013;<lpage>569</lpage>. <pub-id pub-id-type="doi">10.1016/j.jbusres.2018.07.008</pub-id></citation>
</ref>
<ref id="B5">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bell</surname> <given-names>S. L.</given-names></name> <name><surname>Audrey</surname> <given-names>S.</given-names></name> <name><surname>Cooper</surname> <given-names>A. R.</given-names></name> <name><surname>Noble</surname> <given-names>S.</given-names></name> <name><surname>Campbell</surname> <given-names>R.</given-names></name></person-group> (<year>2017</year>). <article-title>Lessons from a peer-led obesity prevention programme in English schools</article-title>. <source>Health Promot Int</source>. <volume>32</volume>, <fpage>250</fpage>&#x02013;<lpage>259</lpage>. <pub-id pub-id-type="doi">10.1093/heapro/dau008</pub-id><pub-id pub-id-type="pmid">24711350</pub-id></citation></ref>
<ref id="B6">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bonnevie</surname> <given-names>E.</given-names></name> <name><surname>Rosenberg</surname> <given-names>S. D.</given-names></name> <name><surname>Kummeth</surname> <given-names>C.</given-names></name> <name><surname>Goldbarg</surname> <given-names>J.</given-names></name> <name><surname>Wartella</surname> <given-names>E.</given-names></name> <name><surname>Smyser</surname> <given-names>J.</given-names></name></person-group> (<year>2020</year>). <article-title>Using social media influencers to increase knowledge and positive attitudes toward the flu vaccine</article-title>. <source>PLoS ONE</source>. <volume>15</volume>, e0240828. <pub-id pub-id-type="doi">10.1371/journal.pone.0240828</pub-id><pub-id pub-id-type="pmid">33064738</pub-id></citation></ref>
<ref id="B7">
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Boyd</surname> <given-names>D.</given-names></name></person-group> (<year>2014</year>). <source>It&#x00027;s Complicated: The Social Lives of Networked Teens</source>. <publisher-loc>New Haven, CT</publisher-loc>: <publisher-name>Yale University Press</publisher-name>.</citation>
</ref>
<ref id="B8">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cameron</surname> <given-names>J.</given-names></name> <name><surname>Pierce</surname> <given-names>W. D.</given-names></name></person-group> (<year>1994</year>). <article-title>Reinforcement, reward, and intrinsic motivation: a meta-analysis</article-title>. <source>Rev. Educ. Res</source>. <volume>64</volume>, <fpage>363</fpage>&#x02013;<lpage>423</lpage>. <pub-id pub-id-type="doi">10.3102/00346543064003363</pub-id><pub-id pub-id-type="pmid">33593153</pub-id></citation></ref>
<ref id="B9">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Campbell</surname> <given-names>R.</given-names></name> <name><surname>Starkey</surname> <given-names>F.</given-names></name> <name><surname>Holliday</surname> <given-names>J.</given-names></name> <name><surname>Audrey</surname> <given-names>S.</given-names></name> <name><surname>Bloor</surname> <given-names>M.</given-names></name> <name><surname>Parry-Langdon</surname> <given-names>N.</given-names></name></person-group> (<year>2008</year>). <article-title>An informal school-based peer-led intervention for smoking prevention in adolescence (ASSIST): A cluster randomised trial</article-title>. <source>Lancet</source>. <volume>371</volume>, <fpage>1595</fpage>&#x02013;<lpage>1602</lpage>. <pub-id pub-id-type="doi">10.1016/S0140-6736(08)60692-3</pub-id><pub-id pub-id-type="pmid">18468543</pub-id></citation></ref>
<ref id="B10">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Casal&#x000F3;</surname> <given-names>L. V.</given-names></name> <name><surname>Flavi&#x000E1;n</surname> <given-names>C.</given-names></name> <name><surname>Ib&#x000E1;&#x000F1;ez-S&#x000E1;nchez</surname> <given-names>S.</given-names></name></person-group> (<year>2020</year>). <article-title>Influencers on Instagram: Antecedents and consequences of opinion leadership</article-title>. <source>J. Bus. Res.</source> <volume>117</volume>, <fpage>510</fpage>&#x02013;<lpage>519</lpage>. <pub-id pub-id-type="doi">10.1016/j.jbusres.2018.07.005</pub-id></citation>
</ref>
<ref id="B11">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Coates</surname> <given-names>A. E.</given-names></name> <name><surname>Hardman</surname> <given-names>C. A.</given-names></name> <name><surname>Halford</surname> <given-names>J. C. G.</given-names></name> <name><surname>Christiansen</surname> <given-names>P.</given-names></name> <name><surname>Boyland</surname> <given-names>E. J.</given-names></name></person-group> (<year>2019</year>). <article-title>Social media influencer marketing and children&#x00027;s food intake: a randomized trial</article-title>. <source>Pediatrics.</source> <volume>143</volume>, <fpage>e20182554</fpage>. <pub-id pub-id-type="doi">10.1542/peds.2018-2554</pub-id><pub-id pub-id-type="pmid">30833297</pub-id></citation></ref>
<ref id="B12">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Craig</surname> <given-names>D.</given-names></name> <name><surname>Cunningham</surname> <given-names>S.</given-names></name></person-group> (<year>2017</year>). <article-title>Toy unboxing: Living in a(n unregulated) material world</article-title>. <source>Media. Int. Aust.</source> <volume>163</volume>, <fpage>77</fpage>&#x02013;<lpage>86</lpage>. <pub-id pub-id-type="doi">10.1177/1329878X17693700</pub-id></citation>
</ref>
<ref id="B13">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>De Veirman</surname> <given-names>M.</given-names></name> <name><surname>Hudders</surname> <given-names>L.</given-names></name> <name><surname>Nelson</surname> <given-names>M. R.</given-names></name></person-group> (<year>2019</year>). <article-title>What is influencer marketing and how does it target children? A review and direction for future research</article-title>. <source>Front. Psychol</source>. <volume>10</volume>, 2685. <pub-id pub-id-type="doi">10.3389/fpsyg.2019.02685</pub-id><pub-id pub-id-type="pmid">31849783</pub-id></citation></ref>
<ref id="B14">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Deci</surname> <given-names>E. L.</given-names></name> <name><surname>Eghrari</surname> <given-names>H.</given-names></name> <name><surname>Patrick</surname> <given-names>B. C.</given-names></name> <name><surname>Leone</surname> <given-names>D. R.</given-names></name></person-group> (<year>1994</year>). <article-title>Facilitating internalization: the self-determination theory perspective</article-title>. <source>J. Pers.</source> <volume>62</volume>, <fpage>119</fpage>&#x02013;<lpage>142</lpage>. <pub-id pub-id-type="doi">10.1111/j.1467-6494.1994.tb00797.x</pub-id><pub-id pub-id-type="pmid">8169757</pub-id></citation></ref>
<ref id="B15">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Deci</surname> <given-names>E. L.</given-names></name> <name><surname>Ryan</surname> <given-names>R. M.</given-names></name></person-group> (<year>2000</year>). <article-title>The &#x0201C;what&#x0201D; and &#x0201C;why&#x0201D; of goal pursuits: Human needs and the self-determination of behavior</article-title>. <source>Psychol. Inq</source>. <volume>11</volume>, <fpage>227</fpage>&#x02013;<lpage>268</lpage>. <pub-id pub-id-type="doi">10.1207/S15327965PLI1104_01</pub-id></citation>
</ref>
<ref id="B16">
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Deci</surname> <given-names>E. L.</given-names></name> <name><surname>Ryan</surname> <given-names>R. M.</given-names></name></person-group> (<year>2012</year>). <article-title>&#x0201C;Self-determination theory,&#x0201D;</article-title> in <source>Handbook of Theories of Social Psychology, Vol. 1</source> (<publisher-loc>Thousand Oaks, CA</publisher-loc>: <publisher-name>Sage Publications Ltd</publisher-name>), <fpage>416</fpage>&#x02013;<lpage>436</lpage>. <pub-id pub-id-type="doi">10.4135/9781446249215.n21</pub-id></citation>
</ref>
<ref id="B17">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dusseldorp</surname> <given-names>E.</given-names></name> <name><surname>van Genugten</surname> <given-names>L.</given-names></name> <name><surname>van Buuren</surname> <given-names>S.</given-names></name> <name><surname>Verheijden</surname> <given-names>M. W.</given-names></name> <name><surname>van Empelen</surname> <given-names>P.</given-names></name></person-group> (<year>2014</year>). <article-title>Combinations of techniques that effectively change health behavior: Evidence from Meta-CART analysis</article-title>. <source>Health Psychol</source>. <volume>33</volume>, <fpage>1530</fpage>&#x02013;<lpage>1540</lpage>. <pub-id pub-id-type="doi">10.1037/hea0000018</pub-id><pub-id pub-id-type="pmid">24274802</pub-id></citation></ref>
<ref id="B18">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Folkvord</surname> <given-names>F.</given-names></name> <name><surname>Roes</surname> <given-names>E.</given-names></name> <name><surname>Bevelander</surname> <given-names>K.</given-names></name></person-group> (<year>2020</year>). <article-title>Promoting healthy foods in the new digital era on Instagram: An experimental study on the effect of a popular real versus fictitious fit influencer on brand attitude and purchase intentions</article-title>. <source>BMC Public Health.</source> <volume>20</volume>, <fpage>1677</fpage>. <pub-id pub-id-type="doi">10.1186/s12889-020-09779-y</pub-id><pub-id pub-id-type="pmid">33167953</pub-id></citation></ref>
<ref id="B19">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Franken</surname> <given-names>S.</given-names></name> <name><surname>Smit</surname> <given-names>C.</given-names></name> <name><surname>Buijzen</surname> <given-names>M.</given-names></name></person-group> (<year>2018</year>). <article-title>Promoting water consumption on a Caribbean island: An intervention using children&#x00027;s social networks at schools</article-title>. <source>Int. J. Environ. Res. Public Health</source>. <volume>15</volume>, 713. <pub-id pub-id-type="doi">10.3390/ijerph15040713</pub-id><pub-id pub-id-type="pmid">29642628</pub-id></citation></ref>
<ref id="B20">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gillison</surname> <given-names>F. B.</given-names></name> <name><surname>Rouse</surname> <given-names>P.</given-names></name> <name><surname>Standage</surname> <given-names>M.</given-names></name> <name><surname>Sebire</surname> <given-names>S. J.</given-names></name> <name><surname>Ryan</surname> <given-names>R. M.</given-names></name></person-group> (<year>2019</year>). <article-title>A meta-analysis of techniques to promote motivation for health behaviour change from a self-determination theory perspective</article-title>. <source>Health Psychol. Rev</source>. <volume>13</volume>, <fpage>110</fpage>&#x02013;<lpage>113</lpage>. <pub-id pub-id-type="doi">10.1080/17437199.2018.1534071</pub-id><pub-id pub-id-type="pmid">30295176</pub-id></citation></ref>
<ref id="B21">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hagger</surname> <given-names>M. S.</given-names></name> <name><surname>Hardcastle</surname> <given-names>S. J.</given-names></name> <name><surname>Chater</surname> <given-names>A.</given-names></name> <name><surname>Mallett</surname> <given-names>C.</given-names></name> <name><surname>Pal</surname> <given-names>S.</given-names></name> <name><surname>Chatzisarantis</surname> <given-names>N. L. D.</given-names></name></person-group> (<year>2014</year>). <article-title>Autonomous and controlled motivational regulations for multiple health-related behaviors: between-and within-participants analyses</article-title>. <source>Health Psychol. Behav. Med. Open Access J</source>. <volume>2</volume>, <fpage>565</fpage>&#x02013;<lpage>601</lpage>. <pub-id pub-id-type="doi">10.1080/21642850.2014.912945</pub-id><pub-id pub-id-type="pmid">25750803</pub-id></citation></ref>
<ref id="B22">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hunter</surname> <given-names>R. F.</given-names></name> <name><surname>de la Haye</surname> <given-names>K.</given-names></name> <name><surname>Murray</surname> <given-names>J. M.</given-names></name> <name><surname>Badham</surname> <given-names>J.</given-names></name> <name><surname>Valente</surname> <given-names>T. W.</given-names></name> <name><surname>Clarke</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>Social network interventions for health behaviours and outcomes: A systematic review and meta-analysis</article-title>. <source>PLOS Med.</source> <volume>16</volume>, <fpage>e1002890</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pmed.1002890</pub-id><pub-id pub-id-type="pmid">31479454</pub-id></citation></ref>
<ref id="B23">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kelly</surname> <given-names>J. A.</given-names></name> <name><surname>Murphy</surname> <given-names>D. A.</given-names></name> <name><surname>Sikkema</surname> <given-names>K. J.</given-names></name> <name><surname>McAuliffe</surname> <given-names>T. L.</given-names></name> <name><surname>Roffman</surname> <given-names>R. A.</given-names></name> <name><surname>Solomon</surname> <given-names>L. J.</given-names></name> <etal/></person-group>. (<year>1997</year>). <article-title>Randomised, controlled, community-level HIV-prevention intervention for sexual-risk behaviour among homosexual men in US cities</article-title>. <source>Lancet.</source> <volume>350</volume>, <fpage>1500</fpage>&#x02013;<lpage>1505</lpage>. <pub-id pub-id-type="doi">10.1016/S0140-6736(97)07439-4</pub-id><pub-id pub-id-type="pmid">9388397</pub-id></citation></ref>
<ref id="B24">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Langford</surname> <given-names>R.</given-names></name> <name><surname>Bonell</surname> <given-names>C.</given-names></name> <name><surname>Jones</surname> <given-names>H.</given-names></name> <name><surname>Campbell</surname> <given-names>R.</given-names></name></person-group> (<year>2015</year>). <article-title>Obesity prevention and the Health promoting Schools framework: essential components and barriers to success</article-title>. <source>Int. J. Behav. Nutr. Phys. Act</source>. <volume>12</volume>, <fpage>15</fpage>. <pub-id pub-id-type="doi">10.1186/s12966-015-0167-7</pub-id><pub-id pub-id-type="pmid">25885800</pub-id></citation></ref>
<ref id="B25">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lin</surname> <given-names>H.-C.</given-names></name> <name><surname>Bruning</surname> <given-names>P. F.</given-names></name> <name><surname>Swarna</surname> <given-names>H.</given-names></name></person-group> (<year>2018</year>). <article-title>Using online opinion leaders to promote the hedonic and utilitarian value of products and services</article-title>. <source>Bus Horiz</source>. <volume>61</volume>, <fpage>431</fpage>&#x02013;<lpage>442</lpage>. <pub-id pub-id-type="doi">10.1016/j.bushor.2018.01.010</pub-id></citation>
</ref>
<ref id="B26">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Martela</surname> <given-names>F.</given-names></name> <name><surname>Hankonen</surname> <given-names>N.</given-names></name> <name><surname>Ryan</surname> <given-names>R. M.</given-names></name> <name><surname>Vansteenkiste</surname> <given-names>M.</given-names></name></person-group> (<year>2021</year>). <article-title>Motivating voluntary compliance to behavioural restrictions: Self-determination theory&#x02013;based checklist of principles for COVID-19 and other emergency communications</article-title>. <source>Eur. Rev. Soc. Psychol</source>. <volume>32</volume>, <fpage>305</fpage>&#x02013;<lpage>347</lpage>. <pub-id pub-id-type="doi">10.1080/10463283.2020.1857082</pub-id></citation>
</ref>
<ref id="B27">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Michie</surname> <given-names>S.</given-names></name> <name><surname>Van Stralen</surname> <given-names>M. M.</given-names></name> <name><surname>West</surname> <given-names>R.</given-names></name></person-group> (<year>2011</year>). <article-title>The behaviour change wheel: a new method for characterising and designing behaviour change interventions</article-title>. <source>Implement Sci</source>. <volume>6</volume>, 42. <pub-id pub-id-type="doi">10.1186/1748-5908-6-42</pub-id><pub-id pub-id-type="pmid">21513547</pub-id></citation></ref>
<ref id="B28">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Miller</surname> <given-names>R. L.</given-names></name> <name><surname>Wozniak</surname> <given-names>W.</given-names></name></person-group> (<year>2001</year>). <article-title>Counter-attitudinal advocacy: effort vs. self-generation of arguments</article-title>. <source>Curr. Res. Soc. Psychol</source>. <volume>6</volume>, <fpage>46</fpage>&#x02013;<lpage>55</lpage>.</citation>
</ref>
<ref id="B29">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Munnukka</surname> <given-names>J.</given-names></name> <name><surname>Maity</surname> <given-names>D.</given-names></name> <name><surname>Reinikainen</surname> <given-names>H.</given-names></name> <name><surname>Luoma-aho</surname> <given-names>V.</given-names></name></person-group> (<year>2019</year>). <article-title>&#x0201C;Thanks for watching&#x0201D;. The effectiveness of YouTube vlog endorsements</article-title>. <source>Comput Hum. Behav</source>. <volume>93</volume>, <fpage>226</fpage>&#x02013;<lpage>234</lpage>. <pub-id pub-id-type="doi">10.1016/j.chb.2018.12.014</pub-id></citation>
</ref>
<ref id="B30">
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Neal</surname> <given-names>M.</given-names></name></person-group> (<year>2017</year>). <source>Instagram Influencers: The Effects of Sponsorship on Follower Engagement with Fitness Instagram Celebrities</source> (master&#x00027;s thesis). <publisher-loc>Rochester, NY</publisher-loc>: <publisher-name>Rochester Institute of Technology</publisher-name>.</citation>
</ref>
<ref id="B31">
<citation citation-type="web"><person-group person-group-type="author"><collab>NOS.</collab></person-group> (<year>2020</year>). <source>&#x00023;idonotparticipateanymore: What Exactly do the Rebellious BN&#x00027;ers Want?</source> Available online at: <ext-link ext-link-type="uri" xlink:href="https://nos.nl/artikel/2349411-ikdoenietmeermee-wat-willen-de-rebellerende-bn-ers-precies">https://nos.nl/artikel/2349411-ikdoenietmeermee-wat-willen-de-rebellerende-bn-ers-precies</ext-link> (accessed February 27, 2022).</citation>
</ref>
<ref id="B32">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pittman</surname> <given-names>M.</given-names></name> <name><surname>Oeldorf-Hirsch</surname> <given-names>A.</given-names></name> <name><surname>Brannan</surname> <given-names>A.</given-names></name></person-group> (<year>2022</year>). <article-title>Green advertising on social media: Brand authenticity mediates the effect of different appeals on purchase intent and digital engagement</article-title>. <source>J. Curr. Issues Res. Advert.</source> <volume>43</volume>, <fpage>106</fpage>&#x02013;<lpage>121</lpage>. <pub-id pub-id-type="doi">10.1080/10641734.2021.1964655</pub-id></citation>
</ref>
<ref id="B33">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pope</surname> <given-names>J. P.</given-names></name> <name><surname>Pelletier</surname> <given-names>L.</given-names></name> <name><surname>Guertin</surname> <given-names>C.</given-names></name></person-group> (<year>2018</year>). <article-title>Starting off on the best foot: a review of message framing and message tailoring, and recommendations for the comprehensive messaging strategy for sustained behavior change</article-title>. <source>Health Commun</source>. <volume>33</volume>, <fpage>1068</fpage>&#x02013;<lpage>1077</lpage>. <pub-id pub-id-type="doi">10.1080/10410236.2017.1331305</pub-id><pub-id pub-id-type="pmid">28622007</pub-id></citation></ref>
<ref id="B34">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>P&#x000F6;yry</surname> <given-names>E.</given-names></name> <name><surname>Pelkonen</surname> <given-names>M.</given-names></name> <name><surname>Naumanen</surname> <given-names>E.</given-names></name> <name><surname>Laaksonen</surname> <given-names>S.-M.</given-names></name></person-group> (<year>2019</year>). <article-title>A call for authenticity: Audience responses to social media influencer endorsements in strategic communication</article-title>. <source>Int. J. Strateg. Commun</source>. <volume>13</volume>, <fpage>336</fpage>&#x02013;<lpage>351</lpage>. <pub-id pub-id-type="doi">10.1080/1553118X.2019.1609965</pub-id></citation>
</ref>
<ref id="B35">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Reid Chassiakos</surname> <given-names>Y.</given-names></name> <name><surname>(Linda)</surname></name> <name><surname>Radesky</surname> <given-names>J.</given-names></name> <name><surname>Christakis</surname> <given-names>D.</given-names></name> <name><surname>Moreno</surname> <given-names>M. A.</given-names></name> <name><surname>Cross</surname> <given-names>C.</given-names></name> <collab>COUNCIL ON COMMUNICATIONS MEDIA</collab> <etal/></person-group>. (<year>2016</year>). <article-title>Children and adolescents and digital media</article-title>. <source>Pediatrics</source>. <volume>138</volume>, e20162593. <pub-id pub-id-type="doi">10.1542/peds.2016-2593</pub-id><pub-id pub-id-type="pmid">27940795</pub-id></citation></ref>
<ref id="B36">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Reinikainen</surname> <given-names>H.</given-names></name> <name><surname>Munnukka</surname> <given-names>J.</given-names></name> <name><surname>Maity</surname> <given-names>D.</given-names></name> <name><surname>Luoma-aho</surname> <given-names>V.</given-names></name></person-group> (<year>2020</year>). <article-title>&#x02018;You really are a great big sister&#x00027;&#x02014;parasocial relationships, credibility, and the moderating role of audience comments in influencer marketing</article-title>. <source>J. Mark. Manag</source>. <volume>36</volume>, <fpage>279</fpage>&#x02013;<lpage>298</lpage>. <pub-id pub-id-type="doi">10.1080/0267257X.2019.1708781</pub-id></citation>
</ref>
<ref id="B37">
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Ryan</surname> <given-names>R. M.</given-names></name> <name><surname>Deci</surname> <given-names>E. L.</given-names></name></person-group> (<year>2017</year>). <source>Self-Determination Theory: Basic Psychological Needs in Motivation, Development, and Wellness</source>. <publisher-loc>United Kingdom</publisher-loc>: <publisher-name>Guilford Publications</publisher-name>. <pub-id pub-id-type="doi">10.1521/978.14625/28806</pub-id></citation>
</ref>
<ref id="B38">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Santiago</surname> <given-names>J. K.</given-names></name> <name><surname>Castelo</surname> <given-names>I. M.</given-names></name></person-group> (<year>2020</year>). <article-title>Digital influencers: An exploratory study of influencer marketing campaign process on instagram</article-title>. <source>Online J. Appl. Knowl. Manag. OJAKM</source>. <volume>8</volume>, <fpage>31</fpage>&#x02013;<lpage>52</lpage>. <pub-id pub-id-type="doi">10.36965/OJAKM.2020.8(2)31-52</pub-id></citation>
</ref>
<ref id="B39">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sebire</surname> <given-names>S. J.</given-names></name> <name><surname>Banfield</surname> <given-names>K.</given-names></name> <name><surname>Jago</surname> <given-names>R.</given-names></name> <name><surname>Edwards</surname> <given-names>M. J.</given-names></name> <name><surname>Campbell</surname> <given-names>R.</given-names></name> <name><surname>Kipping</surname> <given-names>R.</given-names></name></person-group> (<year>2019</year>). <article-title>A process evaluation of the PLAN-A intervention (Peer-Led physical Activity iNtervention for Adolescent girls)</article-title>. <source>BMC Public Health</source>. <volume>19</volume>, <fpage>1203</fpage>. <pub-id pub-id-type="doi">10.1186/s12889-019-7545-z</pub-id><pub-id pub-id-type="pmid">31477088</pub-id></citation></ref>
<ref id="B40">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sebire</surname> <given-names>S. J.</given-names></name> <name><surname>Jago</surname> <given-names>R.</given-names></name> <name><surname>Banfield</surname> <given-names>K.</given-names></name> <name><surname>Edwards</surname> <given-names>M. J.</given-names></name> <name><surname>Campbell</surname> <given-names>R.</given-names></name> <name><surname>Kipping</surname> <given-names>R.</given-names></name></person-group> (<year>2018</year>). <article-title>Results of a feasibility cluster randomised controlled trial of a peer-led school-based intervention to increase the physical activity of adolescent girls (PLAN-A)</article-title>. <source>Int. J. Behav. Nutr. Phys. Act.</source> <volume>15</volume>, <fpage>50</fpage>. <pub-id pub-id-type="doi">10.1186/s12966-018-0682-4</pub-id><pub-id pub-id-type="pmid">29880048</pub-id></citation></ref>
<ref id="B41">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Silva</surname> <given-names>M. N.</given-names></name> <name><surname>Markland</surname> <given-names>D.</given-names></name> <name><surname>Carraca</surname> <given-names>E. V.</given-names></name> <name><surname>Vieira</surname> <given-names>P. N.</given-names></name> <name><surname>Coutinho</surname> <given-names>S. R.</given-names></name> <name><surname>Minderico</surname> <given-names>C. S.</given-names></name></person-group> (<year>2011</year>). <article-title>Exercise autonomous motivation predicts 3-yr weight loss in women</article-title>. <source>Med. Sci. Sports Exerc</source>. <volume>43</volume>, <fpage>728</fpage>&#x02013;<lpage>737</lpage>. <pub-id pub-id-type="doi">10.1249/MSS.0b013e3181f3818f</pub-id><pub-id pub-id-type="pmid">20689448</pub-id></citation></ref>
<ref id="B42">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Smit</surname> <given-names>C. R.</given-names></name> <name><surname>Buijs</surname> <given-names>L.</given-names></name> <name><surname>van Woudenberg</surname> <given-names>T. J.</given-names></name> <name><surname>Bevelander</surname> <given-names>K. E.</given-names></name> <name><surname>Buijzen</surname> <given-names>M.</given-names></name></person-group> (<year>2020</year>). <article-title>The impact of social media influencers on children&#x00027;s dietary behaviors</article-title>. <source>Front. Psychol</source>. <volume>10</volume>, 2975. <pub-id pub-id-type="doi">10.3389/fpsyg.2019.02975</pub-id><pub-id pub-id-type="pmid">31998202</pub-id></citation></ref>
<ref id="B43">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Smit</surname> <given-names>C. R.</given-names></name> <name><surname>de Leeuw</surname> <given-names>R. N.</given-names></name> <name><surname>Bevelander</surname> <given-names>K. E.</given-names></name> <name><surname>Burk</surname> <given-names>W. J.</given-names></name> <name><surname>Buijs</surname> <given-names>L.</given-names></name> <name><surname>van Woudenberg</surname> <given-names>T. J.</given-names></name> <etal/></person-group>. (<year>2021a</year>). <article-title>Promoting water consumption among children: A three-arm cluster randomised controlled trial testing a social network intervention</article-title>. <source>Public Health Nutr</source>. <volume>24</volume>, <fpage>2324</fpage>&#x02013;<lpage>2336</lpage>. <pub-id pub-id-type="doi">10.1017/S1368980020004802</pub-id><pub-id pub-id-type="pmid">33243308</pub-id></citation></ref>
<ref id="B44">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Smit</surname> <given-names>C. R.</given-names></name> <name><surname>de Leeuw</surname> <given-names>R. N.</given-names></name> <name><surname>Bevelander</surname> <given-names>K. E.</given-names></name> <name><surname>Burk</surname> <given-names>W. J.</given-names></name> <name><surname>van Woudenberg</surname> <given-names>T. J.</given-names></name> <name><surname>Buijs</surname> <given-names>L.</given-names></name> <etal/></person-group>. (<year>2021b</year>). <article-title>Promoting water consumption among Dutch children: an evaluation of the social network intervention <italic>Share H</italic><sub>2</sub><italic>O</italic></article-title>. <source>BMC Public Health</source>. <volume>21</volume>, <fpage>202</fpage>. <pub-id pub-id-type="doi">10.1186/s12889-021-10161-9</pub-id><pub-id pub-id-type="pmid">33482776</pub-id></citation></ref>
<ref id="B45">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Smit</surname> <given-names>C. R.</given-names></name> <name><surname>de Leeuw</surname> <given-names>R. N. H.</given-names></name> <name><surname>Bevelander</surname> <given-names>R. N.</given-names></name> <name><surname>Burk</surname> <given-names>K. E.</given-names></name> <name><surname>Buijs</surname> <given-names>W. J.</given-names></name> <name><surname>van Woudenberg</surname> <given-names>L.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>M. A social network-based intervention stimulating peer influence on children&#x00027;s self-reported water consumption: a randomized control trial</article-title>. <source>Appetite.</source> <volume>103</volume>, <fpage>295</fpage>&#x02013;<lpage>301</lpage>. <pub-id pub-id-type="doi">10.1016/j.appet.2016.04.011</pub-id><pub-id pub-id-type="pmid">27085637</pub-id></citation></ref>
<ref id="B46">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Smit</surname> <given-names>C. R.</given-names></name> <name><surname>Leeuw</surname> <given-names>d. e.</given-names></name> <name><surname>Bevelander</surname> <given-names>R. N.</given-names></name> <name><surname>Burk</surname> <given-names>K. E.</given-names></name> <name><surname>Buijs</surname> <given-names>W. J.</given-names></name> <name><surname>van Woudenberg</surname> <given-names>L. T. J.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>An integrated model of fruit, vegetable, and water intake in young adolescents</article-title>. <source>Health Psychol</source>. <volume>37</volume>, <fpage>1159</fpage>&#x02013;<lpage>1167</lpage>. <pub-id pub-id-type="doi">10.1037/hea0000691</pub-id><pub-id pub-id-type="pmid">30335410</pub-id></citation></ref>
<ref id="B47">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>St. Pierre</surname> <given-names>C.</given-names></name> <name><surname>Guan</surname> <given-names>W.</given-names></name> <name><surname>Barry</surname> <given-names>L.</given-names></name> <name><surname>Dease</surname> <given-names>G.</given-names></name> <name><surname>Gottlieb</surname> <given-names>S.</given-names></name> <name><surname>Morris</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Themes in train-the-trainer nutrition education interventions targeting middle school students: a systematic review</article-title>. <source>Nutrients</source>. <volume>13</volume>, 2749. <pub-id pub-id-type="doi">10.3390/nu13082749</pub-id><pub-id pub-id-type="pmid">34444910</pub-id></citation></ref>
<ref id="B48">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Teixeira</surname> <given-names>P. J.</given-names></name> <name><surname>Marques</surname> <given-names>M. M.</given-names></name> <name><surname>Silva</surname> <given-names>M. N.</given-names></name> <name><surname>Brunet</surname> <given-names>J.</given-names></name> <name><surname>Duda</surname> <given-names>J.</given-names></name> <name><surname>Haerens</surname> <given-names>L.</given-names></name></person-group> (<year>2020</year>). <article-title>Classification of techniques used in self-determination theory-based interventions in health contexts: An expert consensus study</article-title>. <source>Motiv. Sci</source>. <volume>6</volume>, <fpage>438</fpage>&#x02013;<lpage>455</lpage>. <pub-id pub-id-type="doi">10.1037/mot0000172</pub-id></citation>
</ref>
<ref id="B49">
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Valente</surname> <given-names>T. W. .</given-names></name></person-group> (<year>2010</year>). <source>Social Networks and Health: Models, Methods, and Applications</source>. <publisher-loc>New York, NY</publisher-loc>: <publisher-name>Oxford University Press</publisher-name>.</citation>
</ref>
<ref id="B50">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Valente</surname> <given-names>T. W.</given-names></name> <name><surname>Hoffman</surname> <given-names>B. R.</given-names></name> <name><surname>Ritt-Olson</surname> <given-names>A.</given-names></name> <name><surname>Lichtman</surname> <given-names>K.</given-names></name> <name><surname>Johnson</surname> <given-names>C. A.</given-names></name></person-group> (<year>2003</year>). <article-title>Effects of a social-network method for group assignment strategies on peer-led tobacco prevention programs in schools</article-title>. <source>Am. J. Public Health</source>. <volume>93</volume>, <fpage>1837</fpage>&#x02013;<lpage>1843</lpage>. <pub-id pub-id-type="doi">10.2105/AJPH.93.11.1837</pub-id><pub-id pub-id-type="pmid">14600050</pub-id></citation></ref>
<ref id="B51">
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Valkenburg</surname> <given-names>P. M.</given-names></name> <name><surname>Piotrowski</surname> <given-names>J. T.</given-names></name></person-group> (<year>2017</year>). <source>Plugged in: How Media Attract and Affect Youth</source>. <publisher-loc>New Haven, CT</publisher-loc>: <publisher-name>Yale University Press</publisher-name>. <pub-id pub-id-type="doi">10.12987/yale/9780300218879.001.0001</pub-id></citation>
</ref>
<ref id="B52">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>van Petegem</surname> <given-names>S.</given-names></name> <name><surname>Soenens</surname> <given-names>B.</given-names></name> <name><surname>Vansteenkiste</surname> <given-names>M.</given-names></name> <name><surname>Beyers</surname> <given-names>W.</given-names></name></person-group> (<year>2015</year>). <article-title>Rebels with a cause? Adolescent defiance from the perspective of reactance theory and self-determination theory</article-title>. <source>Child Dev</source>. <volume>86</volume>, <fpage>903</fpage>&#x02013;<lpage>918</lpage>. <pub-id pub-id-type="doi">10.1111/cdev.12355</pub-id><pub-id pub-id-type="pmid">25702962</pub-id></citation></ref>
<ref id="B53">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>van Woudenberg</surname> <given-names>T. J.</given-names></name> <name><surname>Bevelander</surname> <given-names>K. E.</given-names></name> <name><surname>Burk</surname> <given-names>W. J.</given-names></name> <name><surname>Smit</surname> <given-names>C. R.</given-names></name> <name><surname>Buijs</surname> <given-names>L.</given-names></name> <name><surname>Buijzen</surname> <given-names>M.</given-names></name></person-group> (<year>2018</year>). <article-title>A randomized controlled trial testing a social network intervention to promote physical activity among adolescents</article-title>. <source>BMC Public Health.</source> <volume>18</volume>, <fpage>542</fpage>. <pub-id pub-id-type="doi">10.1186/s12889-018-5451-4</pub-id><pub-id pub-id-type="pmid">31998181</pub-id></citation></ref>
<ref id="B54">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>van Woudenberg</surname> <given-names>T. J.</given-names></name> <name><surname>Bevelander</surname> <given-names>K. E.</given-names></name> <name><surname>Burk</surname> <given-names>W. J.</given-names></name> <name><surname>Smit</surname> <given-names>C. R.</given-names></name> <name><surname>Buijs</surname> <given-names>L.</given-names></name> <name><surname>Buijzen</surname> <given-names>M.</given-names></name></person-group> (<year>2020</year>). <article-title>Testing a social network intervention using vlogs to promote physical activity among adolescents: a randomized controlled trial</article-title>. <source>Front Psychol</source>. <volume>10</volume>, 2913. <pub-id pub-id-type="doi">10.3389/fpsyg.2019.02913</pub-id><pub-id pub-id-type="pmid">31998181</pub-id></citation></ref>
<ref id="B55">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vansteenkiste</surname> <given-names>M.</given-names></name> <name><surname>Simons</surname> <given-names>J.</given-names></name> <name><surname>Lens</surname> <given-names>W.</given-names></name> <name><surname>Sheldon</surname> <given-names>K. M.</given-names></name> <name><surname>Deci</surname> <given-names>E. L.</given-names></name></person-group> (<year>2004</year>). <article-title>Motivating learning, performance, and persistence: the synergistic effects of intrinsic goal contents and autonomy-supportive contexts</article-title>. <source>J. Pers. Soc. Psychol.</source> <volume>87</volume>, <fpage>246</fpage>&#x02013;<lpage>260</lpage>. <pub-id pub-id-type="doi">10.1037/0022-3514.87.2.246</pub-id><pub-id pub-id-type="pmid">15301630</pub-id></citation></ref>
<ref id="B56">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vrontis</surname> <given-names>D.</given-names></name> <name><surname>Makrides</surname> <given-names>A.</given-names></name> <name><surname>Christofi</surname> <given-names>M.</given-names></name> <name><surname>Thrassou</surname> <given-names>A.</given-names></name></person-group> (<year>2021</year>). <article-title>Social media influencer marketing: a systematic review, integrative framework and future research agenda</article-title>. <source>Int. J. Consum. Stud</source>. <volume>45</volume>, <fpage>617</fpage>&#x02013;<lpage>644</lpage>. <pub-id pub-id-type="doi">10.1111/ijcs.12647</pub-id></citation>
</ref>
<ref id="B57">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Weinstein</surname> <given-names>N.</given-names></name> <name><surname>Vansteenkiste</surname> <given-names>M.</given-names></name> <name><surname>Paulmann</surname> <given-names>S.</given-names></name></person-group> (<year>2020</year>). <article-title>Don&#x00027;t you say it that way! Experimental evidence that controlling voices elicit defiance</article-title>. <source>J. Exp. Soc. Psychol</source>. <volume>88</volume>, 103949. <pub-id pub-id-type="doi">10.1016/j.jesp.2019.103949</pub-id></citation>
</ref>
<ref id="B58">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wiedmann</surname> <given-names>K.-P.</given-names></name> <name><surname>Hennigs</surname> <given-names>N.</given-names></name> <name><surname>Langner</surname> <given-names>S.</given-names></name></person-group> (<year>2010</year>). <article-title>Spreading the word of fashion: Identifying social influencers in fashion marketing</article-title>. <source>J. Glob Fash. Mark</source>. <volume>1</volume>, <fpage>142</fpage>&#x02013;<lpage>153</lpage>. <pub-id pub-id-type="doi">10.1080/20932685.2010.10593066</pub-id></citation>
</ref>
</ref-list> 
</back>
</article> 