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BACKGROUND: The use of artificial intelligence (AI) can revolutionize health care, but this raises risk concerns. It is therefore crucial to understand how clinicians trust and accept AI technology. Gastroenterology, by its nature of being an image-based and intervention-heavy specialty, is an area where AI-assisted diagnosis and management can be applied extensively. OBJECTIVE: This study aimed to study how gastroenterologists or gastrointestinal surgeons accept and trust the use of AI in computer-aided detection (CADe), computer-aided characterization (CADx), and computer-aided intervention (CADi) of colorectal polyps in colonoscopy. METHODS: We conducted a web-based questionnaire from November 2022 to January 2023, involving 5 countries or areas in the Asia-Pacific region. The questionnaire included variables such as background and demography of users; intention to use AI, perceived risk; acceptance; and trust in AI-assisted detection, characterization, and intervention. We presented participants with 3 AI scenarios related to colonoscopy and the management of colorectal polyps. These scenarios reflect existing AI applications in colonoscopy, namely the detection of polyps (CADe), characterization of polyps (CADx), and AI-assisted polypectomy (CADi). RESULTS: In total, 165 gastroenterologists and gastrointestinal surgeons responded to a web-based survey using the structured questionnaire designed by experts in medical communications. Participants had a mean age of 44 (SD 9.65) years, were mostly male (n=116, 70.3%), and mostly worked in publicly funded hospitals (n=110, 66.67%). Participants reported relatively high exposure to AI, with 111 (67.27%) reporting having used AI for clinical diagnosis or treatment of digestive diseases. Gastroenterologists are highly interested to use AI in diagnosis but show different levels of reservations in risk prediction and acceptance of AI. Most participants (n=112, 72.72%) also expressed interest to use AI in their future practice. CADe was accepted by 83.03% (n=137) of respondents, CADx was accepted by 78.79% (n=130), and CADi was accepted by 72.12% (n=119). CADe and CADx were trusted by 85.45% (n=141) of respondents and CADi was trusted by 72.12% (n=119). There were no application-specific differences in risk perceptions, but more experienced clinicians gave lesser risk ratings. CONCLUSIONS: Gastroenterologists reported overall high acceptance and trust levels of using AI-assisted colonoscopy in the management of colorectal polyps. However, this level of trust depends on the application scenario. Moreover, the relationship among risk perception, acceptance, and trust in using AI in gastroenterology practice is not straightforward.
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BACKGROUND AND HYPOTHESIS: This survey explores Swiss mental health professionals', users', and relatives' opinions on re-naming schizophrenia exploiting Switzerland's specific multilingualism to examine possible effects of linguistic and microcultural differences on the issue. STUDY DESIGN: Opinions on 'schizophrenia' were collected using a self-rated online questionnaire incl. Freetext answers available in the three main Swiss languages, German, French and Italian. It was distributed to the main professional and self-help organizations in Switzerland between June and October 2021. STUDY RESULTS: Overall, 449 persons completed the questionnaire, 263 in German, 172 in French and 14 in Italian. Of the total sample, 339 identified as mental health professionals, 81 as relatives and 29 as users. Considering the whole sample, almost half favored a name-change with a significant difference between stakeholder- and between language groups. Also, the name 'schizophrenia' was evaluated more critically than the diagnostic concept. Qualitative analysis of freetext answers showed a highly heterogenous argumentation, but no difference between language groups. CONCLUSIONS: Our results suggest the attitude towards re-naming might itself be subject to (micro)cultural difference, and they highlight the nature of 'schizophrenia' as not only a scientific, but also a linguistic and cultural object. Such local factors ought to be taken into consideration in the global debate.
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Esquizofrenia , Humanos , Suiza , Esquizofrenia/etnología , Esquizofrenia/diagnóstico , Adulto , Femenino , Masculino , Persona de Mediana Edad , Multilingüismo , Encuestas y Cuestionarios , Comparación Transcultural , Familia , Actitud del Personal de Salud/etnología , LenguajeRESUMEN
BACKGROUND: Because of the COVID-19 pandemic and consequent stay-at-home mandates, adolescents faced isolation and a decline in mental health. With increased online activity during this period, concerns arose regarding exposure to violent media content and cyber victimization among adolescents. Yet, the precise influence of pandemic-related measures on experiences of cyber violence remains unclear. Hence, it is pertinent to investigate whether the pandemic altered the dynamics of cyber violence victimization for individuals. OBJECTIVE: This study aims to investigate the effects of COVID-19 and exposure to violent media content on cyber violence victimization among adolescents in South Korea. METHODS: We used national survey data from 2019 (n=4779) and 2020 (n=4958) to investigate the potential impact of COVID-19 on the prevalence of cyber violence among young adolescents. The data encompassed responses from elementary fourth-grade students to senior high school students, probing their exposure to violent media content, average internet use, as well as experiences of victimization and perpetration. RESULTS: The analysis revealed a noteworthy decline in cyber victimization during 2020 compared with 2019 (B=-0.12, t=-3.45, P<.001). Furthermore, being a perpetrator significantly contributed to cyber victimization (B=0.57, t=48.36, P<.001). Additionally, younger adolescents (ß=-.06, t=-6.09, P<.001), those spending more time online (ß=.18, t=13.83, P<.001), and those exposed to violent media (ß=.14, t=13.89, P<.001) were found to be more susceptible to victimization. CONCLUSIONS: Despite the widespread belief that cyber violence among adolescents surged during COVID-19 due to increased online activity, the study findings counter this assumption. Surprisingly, COVID-19 did not exacerbate cyber victimization; rather, it decreased it. Given the strong correlation between cyber victimization and offline victimization, our attention should be directed toward implementing real-life interventions aimed at curbing violence originating from in-person violence at school.
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Acoso Escolar , COVID-19 , Víctimas de Crimen , Ciberacoso , Humanos , Adolescente , Pandemias , COVID-19/epidemiología , Violencia/psicología , Víctimas de Crimen/psicología , República de Corea/epidemiologíaRESUMEN
OBJECTIVES: This study, drawing on the pathway mediation model developed by Street and his colleagues (2009) that links communication to health outcomes, explores how patient-centered communication affects cancer information avoidance. METHODS: Data was gathered through online access panel surveys, utilizing stratified sampling across Germany, Switzerland, the Netherlands, and Austria. The final sample included 4910 non-cancer and 414 cancer patients, all receiving healthcare from clinicians within the past year. RESULTS: The results demonstrated that patient-centered communication is directly associated with reduced cancer information avoidance, especially among cancer patients. Additionally, this association is indirectly mediated through patient trust and healthcare literacy. CONCLUSION: The findings provide empirical evidence that reveals the underlying mechanism linking clinician-patient communication to patient health information behavior. PRACTICE IMPLICATIONS: The potential of clinician-patient communication in addressing health information avoidance is highlighted by these findings. Future interventions in healthcare settings should consider adopting patient-centered communication strategies. Additionally, improving patient trust and literacy levels could be effective in reducing cancer information avoidance.
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Alfabetización en Salud , Neoplasias , Humanos , Alfabetización , Confianza , Evitación de Información , Comunicación , Atención Dirigida al Paciente/métodosRESUMEN
OBJECTIVE: Amid ongoing medication safety concerns in China and limited research on public perceptions, this study investigates the correlations between media exposure, healthcare experiences, and individuals' perceptions of medication safety. It also examines individuals' reliance on information sources during safety crises. METHODS: A multistage stratified random sampling was employed with the gross sample containing 3090 Chinese adults aged 18-60 years. Data were analyzed using multiple linear regression. RESULTS: Social media exposure was found to negatively correlate with perceptions of current medication safety and its perceived improvement, while exposure to television and print media showed positive correlations. Positive healthcare experiences were associated with improved medication safety perceptions. Among various information sources, healthcare professionals were deemed most trustworthy during medication safety incidents. CONCLUSIONS: Media exposure and personal healthcare experiences significantly shape individuals' perceptions of medication safety in China, with healthcare professionals playing a crucial role in this context. Practiceimplications: Effective health crisis communication in China needs to be multifaceted, integrating traditional media and social media platforms to disseminate accurate information broadly. Additionally, healthcare professionals should be actively involved in crisis communication. Their role as trusted sources can be leveraged to clarify misconceptions, and reassure the public during medication safety incidents.
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Comunicación en Salud , Medios de Comunicación Sociales , Adulto , Humanos , Exposición a los Medios , Medios de Comunicación de Masas , China , Atención a la SaludRESUMEN
BACKGROUND: Forecasts suggest that older adults will place unprecedented demands on future health care systems. Electronic health (eHealth) resources can potentially mitigate some pressures, but to be effective patients need to be able to use them. The negative relationship between eHealth literacy and age usually results in older adults classified as one homogenous mass, which misses the opportunity to tailor interventions. OBJECTIVE: This research examines similarities and differences within the baby boom cohort among a sample that uses the internet for health information. METHODS: We used an electronic survey with random samples of baby boomers (N = 996) from the United States, the United Kingdom, and New Zealand. KEY RESULTS: Four distinct subgroups, or segments, emerged. While not different from a socioeconomic perspective, these four groups have very different levels of eHealth literacy and corresponding health behaviors. Therefore, we contribute a more complex picture than is usually presented in eHealth studies. CONCLUSIONS: Resulting insights offer a useful starting point for providers wishing to better tailor health products, services, and communications to this large cohort of future older individuals. [HLRP: Health Literacy Research and Practice. 2024;8(1):e3-e11.].
PLAIN LANGUAGE SUMMARY: We researched the ability to find and use eHealth information among an international cohort of baby boomers. We identified four distinct groups whose use of ehealth differs considerably from each other. Findings give guidance to health care providers on how they can work with the different groups to encourage better health care management.
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Alfabetización en Salud , Humanos , Anciano , Comunicación , Electrónica , Conductas Relacionadas con la Salud , Recursos en SaludRESUMEN
Introduction: The potential for deployment of Artificial Intelligence (AI) technologies in various fields of medicine is vast, yet acceptance of AI amongst clinicians has been patchy. This research therefore examines the role of antecedents, namely trust, attitude, and beliefs in driving AI acceptance in clinical practice. Methods: We utilized online surveys to gather data from clinicians in the field of gastroenterology. Results: A total of 164 participants responded to the survey. Participants had a mean age of 44.49 (SD = 9.65). Most participants were male (n = 116, 70.30%) and specialized in gastroenterology (n = 153, 92.73%). Based on the results collected, we proposed and tested a model of AI acceptance in medical practice. Our findings showed that while the proposed drivers had a positive impact on AI tools' acceptance, not all effects were direct. Trust and belief were found to fully mediate the effects of attitude on AI acceptance by clinicians. Discussion: The role of trust and beliefs as primary mediators of the acceptance of AI in medical practice suggest that these should be areas of focus in AI education, engagement and training. This has implications for how AI systems can gain greater clinician acceptance to engender greater trust and adoption amongst public health systems and professional networks which in turn would impact how populations interface with AI. Implications for policy and practice, as well as future research in this nascent field, are discussed.
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Inteligencia Artificial , Confianza , Adulto , Femenino , Humanos , Masculino , Escolaridad , Políticas , Tecnología , Gastroenterología , EndoscopíaRESUMEN
Neuroscientific buzzwords, such as 'brain hacks', have become commonplace when discussing social media (SM)-platform engineering. Despite societal debates, few studies have used neuroscientific approaches to validate the claims empirically. We call here for a transformative shift engaging scientists and other stakeholders to address this critical knowledge gap.
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Neurociencias , Medios de Comunicación Sociales , Humanos , EncéfaloRESUMEN
Background: The proliferation of misleading and irrelevant health information on the Internet has become a significant public concern. Inappropriate use of online materials can cause harm to patients' health and quality of life. While close attention has been paid to health campaigns and education programs that aim to disseminate accurate health knowledge, the role of physicians, who directly communicate with patients in medical encounters and provide personalized information, has been overlooked. Therefore, this study focuses on physicians and their communication strategies with internet-misinformed patients (IMPs). Objective: This study aims to understand the communicative strategies physicians use to tackle IMPs and explore connections between physicians' communicative strategies and patient-centered communication. Methods: Approximately 10 to 15 physicians from diverse cultural backgrounds, including Ticino (an Italian-speaking region in Switzerland), Milan and China will be interviewed. Interviews will be conducted in-person or online through video conferencing software programs. Physicians will be asked about their experiences with IMPs, communicative strategies for addressing patients' misconceptions, balancing patient preferences, decision-making obstacles, and envisioning an ideal relationship with them. A thematic analysis will be utilized to analyze data, employing a general inductive approach. Discussion: The results will provide valuable insights into effective clinical communication strategies that address patients' misuse of internet materials and inform policymakers and healthcare providers about the limitations and applicability of patient-centered communication in the current digital era.
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Introduction. The COVID-19 pandemic was recognized as a collective trauma and as a major threat to mental health. Recent literature focused on the stress symptomatology or post-traumatic stress disorder associated to the COVID-19 exposure. The concept that people have a natural inclination toward growth, even under stressful and threatening events, gathered less attention. Previous research has analyzed antecedents of post-traumatic growth (PTG) with non-conclusive results. Methods. The present research aimed at including findings on PTG from personality traits, i.e., sense of control and self-mastery, and distal condition of nurturance and support received by others, i.e., cognitive and affective well-being. Analyses were based on 4934 interviews with adults (Mage = 57.81 years, 55.5% women) from the Swiss Household Panel study. Results. Relationships over time emerged between sense of control and self-mastery on PTG and worries, measured after two years, via the mediation of cognitive and affective well-being. Conclusion. Results come from a large study in a design seldom employed in this type of research and can inform both research and interventions.
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AIM: Misconceptions and non-evidence-based practices toward childhood fever are reported worldwide. Medical students might be ideal candidates to introduce long-lasting changes in clinical practice. However, no study has gauged the effectiveness of an educational intervention to improve fever management in this population. We conducted an educational, interventional study on childhood fever among final-year medical students. METHODS: We conducted a prospective, multicentre interventional study employing a pre/post-test design. Participants from three Italian Universities filled in a questionnaire just before the intervention (T0), immediately after (T1) and 6 months later (T2) in 2022. The intervention was a two-hour lecture focused on the pathophysiology of fever, recommendations for its treatment and risks associated with improper management. RESULTS: 188 final-year medical students (median age of 26 years, 67% females) were enrolled. Relevant improvements in the criterion for treating fever and conceptions about the beneficial effects of fever were observed at T1 and T2. Similar data were found for the reduction of physical methods advice to decrease body temperature and concerns for brain damage from fever. CONCLUSION: This study shows for the first time that an educational intervention is effective in changing students' conceptions and attitudes toward fever both in the short and medium term.
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Estudiantes de Medicina , Femenino , Humanos , Niño , Adulto , Masculino , Estudios Prospectivos , Fiebre/etiología , Fiebre/terapia , Temperatura Corporal , Actitud , Encuestas y CuestionariosRESUMEN
Multivitamins are commonly used by the general population, often without medical prescription. The purpose of this report is to inform on the daily vitamin D supply provided by multivitamins containing vitamin D that are commercialized online by Amazon in Western and Southern Europe. We surveyed multivitamins aimed at adults using the following marketplaces: amazon.es®, amazon.de®, amazon.it®, and amazon.fr®. We identified 199 vitamin D3-containing multivitamins sold by Amazon marketplaces: 77 from amazon.es®, 73 from amazon.de®, 33 from amazon.it®, and 16 from amazon.fr®. No multivitamin contained vitamin D2. The daily vitamin D3 supply ranged from 16 to 2000 IU: it was less than 400 IU daily in 108 (54%), 400−800 IU daily in 53 (27%), and more than 800 IU daily in the remaining 38 (19%) products. The vitamin D3 supply of products sold by amazon.it® was on average higher (p < 0.05) than that of products sold by amazon.de®, amazon.fr®, and amazon.es®. In conclusion, the vitamin D supply of multivitamins sold by Amazon may be insufficient, marginally sufficient, or adequate for subjects at high risk of hypovitaminosis D such as subjects 65 years or more of age, pregnant (or lactating) women, or patients on drug treatment or with an underlying disease, where a vitamin D supplementation is advocated.
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Deficiencia de Vitamina D , Vitamina D , Adulto , Embarazo , Humanos , Femenino , Lactancia , Vitaminas/uso terapéutico , Colecalciferol/uso terapéutico , Deficiencia de Vitamina D/prevención & control , Deficiencia de Vitamina D/tratamiento farmacológico , Europa (Continente) , Suplementos DietéticosRESUMEN
BACKGROUND: The COVID-19 pandemic hit Italy much harder than South Korea. As a way of explaining the different impact in the two countries, this study examines the moderating role of social support on the relationship between perceived susceptibility and preventive behaviors in the two countries. METHODS: Surveys were conducted in South Korea (n = 1396) and Italy (n = 487) of participants aged 50 to 89 years. RESULTS: South Koreans felt higher levels of perceived social support than their Italian counterparts. As would be expected, greater perceived susceptibility was associated with increased preventive behavior. Furthermore, a significant three-way interaction effect was found for perceived susceptibility, social support, and country. For Italians, a person who feels him/herself highly susceptible will increase preventive behaviors, if there is a lot of social support. On the other hand, for South Koreans, those with a low level of susceptibility perform more preventive measures than people with a high level of susceptibility if there is a lot of social support. CONCLUSIONS: This study provides insights into how cognitive factors, such as susceptibility and severity, as well as social and environmental factors can be taken into account, and the public be told the real risk and given behavioral guidelines when a pandemic is approaching. Given the critical role of social support as a coping mechanism in crisis situations, societies should mull over ways to increase emotional and instrumental support.
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COVID-19 , Masculino , Humanos , COVID-19/epidemiología , COVID-19/prevención & control , Pandemias/prevención & control , Encuestas y Cuestionarios , República de Corea/epidemiología , Italia/epidemiología , Apoyo SocialRESUMEN
Despite the availability of clinical guidelines on the correct symptomatic management of fever in children, several studies have reported inaccurate knowledge about this symptom and inappropriate management behaviours among caregivers. There is evidence that caregivers' management of fever is largely influenced by unrealistic and unwarranted concerns about the potential harm that elevated body temperature can cause, a phenomenon commonly referred to as fever phobia. Research on fever phobia has predominantly focused on the role of fever misconceptions in triggering anxiety and impeding a proper fever management, in terms of both concept and operationalization, with little attention to the influence of the relationship between caregivers and the healthcare team. The aim of this pilot study was to explore and describe fever-related knowledge, experience and behaviour among a sample of caregivers, paediatricians and their medical assistants in the Canton of Ticino, Switzerland. We used a qualitative study design with semi-structured, one-to-one interviews with paediatricians employed in private healthcare facilities, their medical assistants and caregivers with at least one child between the ages of 0 and 3 years. We conducted individual interviews either in person or by phone, according to participants' preferences, between October 2020 and February 2021. We performed an inductive-deductive analysis of the transcripts to identify the most meaningful themes from participants' reports. The analysis of the transcripts yielded three main themes. The first theme refers to participants' awareness of the emotional component in managing the child's fever and the challenges this component presents. The second theme refers to the risk of overtreating when the child's right to be sick is not recognized and respected. The third theme refers to the importance of the relational component, showing how a solid therapeutic alliance with the healthcare team helps caregivers develop self-confidence in managing the child's fever. This study contributes to advance our understanding of fever phobia and to a better conceptualization and operationalization of this phenomenon. CONCLUSION: Our results point out to the importance of going beyond a knowledge gap paradigm and recognizing both the emotional and the relational component of fever phobia, the former being entrenched in latter, that is, the unique relationship caregivers establish with their child's paediatrician and the medical assistant. WHAT IS KNOWN: ⢠Research on fever phobia has predominantly focused on the role of fever misconceptions in triggering anxiety and impeding a proper fever management, in terms of both concept and operationalization, with little attention to the relational component of this phenomenon. WHAT IS NEW: ⢠Our results point out to the importance of recognizing the emotional component of fever phobia, beyond its declarative and procedural knowledge dimensions. They also suggest that overtreating is not necessarily and not only the result of a phobia but also of a particular conception of health and the relational component of this phenomenon, which is entrenched in the unique relationship caregivers establish with their child's paediatrician and the medical assistant.
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Cuidadores , Trastornos Fóbicos , Niño , Humanos , Recién Nacido , Lactante , Preescolar , Cuidadores/psicología , Proyectos Piloto , Fiebre/terapia , Fiebre/diagnóstico , Personal de Salud , Investigación CualitativaRESUMEN
AIMS: Undue concerns about the consequences of fever and its inappropriate management have been documented worldwide among physicians. However, no data exist on medical students. We investigated the perception, knowledge and attitude towards childhood fever among final-year medical students. METHODS: Between June and September 2021, final-year medical students of six Italian universities were invited to complete an online survey on their conceptions and attitude towards pharmacological and non-pharmacological management of childhood fever. History of relevant personal or second-hand experience with childhood fever was also addressed. Both quantitative and qualitative approaches were used. RESULTS: Of 1095 (69%) final-year medical students, 756 completed the survey. Many students believe that high fever might cause brain damage, would recommend physical methods and alternate two drugs for fever. Most students do not think that fever has mainly beneficial effects. In Northern Italy, students are less likely to believe that fever might lead to brain damage (OR 0.55, 95% CI 0.33-0.94), and in Southern Italy students are more likely to advise physical methods (OR 1.77, 95% CI 1.22-2.57) and less likely to believe that fever has mainly beneficial effects (OR 0.55, 95% CI 0.39-0.77). History of a relevant personal episode of fever during childhood was not associated with these outcomes. CONCLUSIONS: Misconceptions about fever are common among final-year medical students in Italy. Cultural factors rather than individually learned traits might underlie these beliefs. Medical students are a promising target for educational interventions to improve childhood fever management.
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Estudiantes de Medicina , Humanos , Encuestas y Cuestionarios , Conocimiento , Italia , PercepciónRESUMEN
Traditional and cyber victimization can be considered similar in several respects, including the long-lasting damage done to the wellbeing of youth. However, it is important to acknowledge that they represent two clearly distinct phenomena and, as such, the impact of school rules on their development might differ. The present longitudinal study applies a multilevel model for a change approach to data resulting from a four-waves survey that followed a random sample of 101 Swiss middle school classes (N = 1500; MageT1 = 11.54, SD = 0.40) for a period of two school years. Findings from the analyses-which were conducted controlling for gender and economic status-showed that those students who perceive that school rules are implemented more consistently experience a slightly less steep increase in victimization online. A similar effect for traditional victimization was not found, probably because the observed change in this phenomenon was less. Considering the overall small effects found by this research, further investigation on the relation between school rule enforcement and peer victimization is recommended.
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Acoso Escolar , Víctimas de Crimen , Ciberacoso , Adolescente , Humanos , Estudios Longitudinales , Instituciones AcadémicasRESUMEN
BACKGROUND: People's potentials to seek health information can be affected by their social context, such as their social networks and the resources provided through those social networks. In the past decades, the concept of social capital has been widely used in the health realm to indicate people's social context. However, not many such studies were conducted in China. Chinese society has its special quality that many Western societies lack: people traditionally render strong value to family relations and rely heavily on strong social ties in their social life. Therefore, the purpose of this study was to examine the association between different types of social capital and health information-seeking behavior (HISB) in the Chinese context. The different types of social capital were primarily bonding and bridging, as well as cognitive and structural ones. METHODS: Our analysis is based on a total of 3090 cases taken from the Health Information National Trends Survey (HINTS) - China, 2017. Dataset was weighted due to the overrepresentation of female respondents and hierarchical multiple regression analyses as well as binary logistic regression tests were operated to examine the associations between people's social capital and their HISB. RESULTS: Some aspects of social capital emerged as positive predictors of HISB: information support (standing in for the cognitive component of social capital) promoted health information seeking, organization memberships (standing in for the structural component) encouraged cancer information seeking, and both the use of the internet and of traditional media for gaining health information were positively linked with bridging networks and organization memberships. Bonding networks (structural component) were not correlated with any other of the key variables and emotional support (cognitive social capital) was consistently associated with all health information-seeking indicators negatively. CONCLUSIONS: Social capital demonstrated significant and complex relationships with HISB in China. Structural social capital generally encouraged HISB in China, especially the bridging aspects including bridging networks and organization memberships. On the other hand, emotional support as cognitive social capital damaged people's initiatives in seeking health-related information.
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Capital Social , China , Femenino , Humanos , Conducta en la Búsqueda de Información , Apego a Objetos , Apoyo SocialRESUMEN
To understand the development of cyber aggression during adolescence, it is important to consider the temporal variability of its potential predictors. This study uses a four-wave survey to investigate how changes in peer norms, parental norms, and parental communication are associated with two-year trajectories of online peer aggression. The sample includes 1521 Swiss middle school students (Mage T1 = 11.54, SD = 0.40; 48% female). The results showed that over time a better parental communication quality and anti-aggression norms predicted lower rates and slower development of cyber aggression. Moreover, parental variables emerged as a quite stable deterrent of aggressive conduct. Although entrance into adolescence is characterized by the rise of peer influence, results from this study suggest that parents maintain an important protective role.