Background Facebook can be a suitable platform for public health interventions. Facebook users can express their reaction to the given social media content in many ways using interaction buttons. The analysis of these interactions can be advantageous in increasing reach and engagement of public health interventions. Objective This research aimed at understanding how Facebook users’ interactions correlate with organic reach and engagement regarding the same smoking cessation support contents. Methods The study population consisted of Facebook users who were reached by a public smoking cessation support page without advertising. We included 1025 nonpaid Facebook posts (N=1025) which used smoking cessation strategies based on a motivational interviewing counseling style. The following data were collected from the “Post Details”: the number of people who saw the given nonpaid content (organic reach) which consisted of fan and nonfan reach according to previous “page like” activity; each rate of “engagement indicators” (such as the symbols of “like,” “love,” “haha,” “wow,” “sad,” “angry”; or other interactions: “shares,” “comments,” “clicks”); and the rate of negative Facebook interactions (eg, “post hides” or “unlike of page”). Overall, these data were analyzed with the Spearman correlation method. Results Surprisingly, we found a significant negative correlation between organic reach and the “like” reaction (rs=–0.418; P<.001). The strongest significant positive correlations of organic reach were observed with the “haha” reaction (rs=0.396; P<.001), comments (rs=0.368; P<.001), and the “love” reaction (rs=0.264; P<.001). Furthermore, nonfan reach correlated positively with “shares” (rs=0.388; P<.001) and clicks (rs=0.135; P<.001), while fan reach correlated positively with the “haha” reaction (rs=0.457; P<.001), comments (rs=0.393; P<.001), and the “love” reaction (rs=0.310; P<.001). Contrary to expectations, the “like” reaction was sharply separated by significant negative correlations from “wow” (rs=–0.077; P=.013), “sad” (rs=–0.120; P<.001), “angry” reactions (rs=–0.136; P<.001), and comments (rs=–0.130; P<.001). Additionally, a high rate of negative Facebook interactions was significantly associated with “wow” (rs=0.076; P=.016) and “sad” reactions (rs=0.091; P=.003). Conclusions This study has shown that it is possible to hypothesize a disadvantage of the “like” reaction and advantages of other interactions (eg, the “haha” reaction or “comments”) in content algorithmic ranking on Facebook. In addition, the correlational analysis revealed a need of a further categorization to fan-specific interactions (eg, “haha” or “love” reactions) and nonfan-specific interactions (eg, “shares” and “clicks”). Regarding the direction of the correlations, these findings suggest that some interactions (eg, negative Facebook interactions, “wow,” “sad,” and “angry” reactions) may decrease the engagement, while other interactions (“like,” “love,” “haha” reactions, “shares,” and “clicks”) may increase the engagement during Facebook-based smoking cessation interventions. This hypothesis-generating research offers an important insight into the relationship between organic reach, engagement, and Facebook users’ interactions for public health professionals who design Facebook-based interventions.
Összefoglaló. A dohányzás jelenleg is az egyik legjelentősebb népegészségügyi probléma hazánkban. Az orvosi szakterületek többségében előkerül a dohányzásleszokás-támogatás kérdése. Ezért az orvostársadalom számára az aktuális gyógyszeres terápiás ismeretek összefoglalása hasznos lehet. A jelen közleményben a leszokástámogatás elsődlegesen választandó gyógyszeres terápiáját tekintjük át a legújabb összefoglalók és irányelvek szerint. A gyógyszeres lehetőségek közül jelenleg a vareniklin és a nikotinpótló terápia választandó elsőként, nemcsak a leszokás, hanem az ártalomcsökkentés tekintetében is. A legújabb kutatási eredmények szerint a kis dózisú vareniklin hatékonysága megközelíti a standard adagolás hatékonyságát, ugyanakkor kevesebb mellékhatás jelentkezik. A nikotinpótló kezeléssel kapcsolatban ki kell emelni, hogy egyre több tudományos evidencia áll a transdermalis és oralis készítmények kombinálása mellett, szemben a monoterápiával. A kis dózisú vareniklin, illetve a nikotinpótló terápia akkor is segítséget nyújt a naponta elszívott cigaretták mérséklésében, ha a kliens nem kíván leszokni, de a dohányzás ártalmait csökkentené. A nikotinerg rendszeren kívül más módon ható gyógyszerek szerepe is felmerült. Egyre több összefoglaló támogatja az antidepresszívumok használatát a nikotinfüggőség kezelésében. Ezek közül a bupropion használatával kapcsolatban van a legtöbb adat, amelyről tudjuk, hogy kombinálható a nikotinpótló terápiával és a vareniklinnel is. A gyógyszeres terápiát minden esetben tanácsos magatartásorvoslási módszerekkel, illetve adherenciát fokozó intervenciókkal kombinálni. Ezenkívül a szakellátási szint bevonása is javasolt, hogy a lehető legtöbb segítséget kapja meg a páciens a leszokáshoz. Orv Hetil. 2021; 162(40): 1610–1618. Summary. Smoking is still one of the most significant public health problems in Hungary. The issue of smoking cessation support comes up in most medical specialties. Therefore, a summary of the current pharmacotherapeutic knowledge may prove useful to the medical community. In this paper, we review the first-line pharmacotherapy for smoking cessation based on the latest summaries and guidelines. Regarding the smoking cessation agents, varenicline and nicotine replacement therapy are currently the primary choice, not only in terms of cessation but also in terms of harm reduction. The results of previous studies suggest that the efficacy of low dose varenicline is close to that of standard dosing, with fewer side effects. With regard to nicotine replacement therapy, it should be emphasized that there is an increasing scientific evidence for the combination of transdermal and oral formulations as opposed to monotherapy. Low dose varenicline and nicotine replacement therapy also help reduce the number of cigarettes smoked daily if the client does not want to quit but would reduce the harms of smoking. The role of medications acting in other ways than the nicotinergic system has also emerged. An increasing number of reviews support the use of antidepressants in the treatment of nicotine addiction. Of these, most data are available on the use of bupropion, which is known to be combined with nicotine replacement therapy and varenicline. In all cases, it is advisable to combine pharmacotherapy with behavioral therapy as well as interventions that increase adherence. In addition, it is also recommended to include specific therapeutic interventions in order to get as much help as possible for the patient to quit smoking. Orv Hetil. 2021; 162(40): 1610–1618.
BACKGROUND The Transtheoretical Model recommends "processes of change", while the Motivational Interviewing approach offers “motivational language” as indicators of health behavior change. The relationship between these indicators and the usage of Facebook reaction buttons is little known. However, this relationship may highlight how to evaluate one of the most popular engagement indicators (Facebook reactions) in online health behavior change interventions. OBJECTIVE The study aim was to understand the relationship between processes of change, motivational language, Facebook users’ gender, and the Facebook reaction buttons. METHODS A total of 821 comments were analyzed in the current study (N=821), which came from different Facebook users, and responded to image-based, smoking cessation support contents. The processes of change (experiential and behavioral processes) and the motivational language (change talk and sustain talk) in the investigated comments were identified. The presence, the number, and the proportion of these linguistic categories were compared with the Facebook users’ gender and the usage of reaction buttons. RESULTS The Facebook users who used the “Haha” reaction button wrote significantly higher proportion of sustain talk than those who used the “Like” or “Love” reaction (P=.011). No significant difference in the number or proportion of linguistic categories was found between those who used the "Like" reaction button, and those who did not use reaction buttons. The Facebook users who combined the comment and “Love” reaction wrote significantly more change talk than those who used the “Haha” and “Like” reactions, or those who did not utilize these buttons (P<.001). Significant female dominance was observed in the presence, the number, and the proportion of experiential processes and change talk (P<.05). In addition, significant male predominance was found in the presence, the number, and the proportion of sustain talk (P<.05). CONCLUSIONS The "Haha" reaction may be a negative engagement indicator, the "Like" reaction may be a neutral engagement indicator, and the "Love" reaction may be a positive engagement indicator in terms of the smoking cessation during Facebook-based interventions. Furthermore, female engagement may be characterized by utilizing the terms of experiential processes and change talk, while the usage of sustain talk can be typical for male engagement. We recommend the evaluation of processes of change and motivational utterances in participants' comments during online public health interventions.
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