Use and taxonomy of social media in cancer-related research: a systematic review

Connected and supported: a scoping review of how online communities provide social support for breast cancer survivors

PURPOSE

To (i) assess how and to what extent online communities are used among breast cancer survivors (BCS) as a source of social support, (ii) describe the kind of support BCS access through online communities, and (iii) explore how these communities foster social support for BCS that promotes well-being and reduces the challenges of survivorship.

METHODS

We conducted a scoping review. A professional librarian performed a comprehensive search in multiple databases from January 2010 to May 2023. The review process adhered to the Johana Briggs Institute's method guidelines and the PRISMA-ScR reporting system.

RESULTS

Fifteen studies were included. Participants used social media, cancer support communities, message boards, or websites for information and emotional support. Qualitative findings resulted in four themes: to reassure; to empower; to promote equity, diversity, and inclusion; and to demonstrate for BCS the drawbacks of online support.

CONCLUSIONS

We underscore that a variety of internet websites and social media platforms are valuable for and appreciated by BCS, especially as a source of social support and human connectedness. Our study raises the existing gap in cultural/ethnic representation in this field and shows that institutional and organizational efforts are needed to address gaps in information regarding access to social support for multiethnic BCS women.

IMPLICATIONS FOR CANCER SURVIVORS

This data synthesis will empower the BCS community by sharing how they can strengthen and support their peers and community via their participation in online communities that connect and support cancer survivors in healthcare spaces.

The Role of Culturally Appropriate Mediated Communication Strategies to Reduce Hepatitis B and Liver Cancer Disparities

Asian, Pacific Islander, African, and Caribbean communities in the U.S. are heavily impacted by chronic hepatitis B (HBV) and hepatocellular carcinoma (HCC). Educating these groups about the link between the two diseases is imperative to improve screening rates and health outcomes. This study aims to identify and incorporate preferred mediated communication methods into community-specific educational campaigns which emphasize the connection between the conditions, to promote uptake of prevention and management behaviors for HBV and HCC. Fifteen focus groups and two key informant interviews were conducted with Micronesian, Chinese, Hmong, Nigerian, Ghanaian, Vietnamese, Korean, Somali, Ethiopian, Filipino, Haitian, and Francophone West African communities. Data were analyzed using thematic coding and analysis. Findings demonstrate that all communities preferred materials be offered in both English and native languages and requested that materials highlight the connection between HBV and HCC. Delivery channel preferences and messaging themes varied by group. This study provides insight into community-specific preferences for learning about HBV and HCC. The findings can be used to design culturally and linguistically tailored, multi-platform, health education campaigns to facilitate improved HBV screening and vaccination rates and increase knowledge about HCC risk among highly impacted communities in the U.S.

Social media use in HPV-, cervical cancer-, and cervical screening-related research: A scoping review

OBJECTIVE

In response to the World Health Organization's global call to eliminate cervical cancer, many countries have targets to implement human papillomavirus (HPV) primary screening. Social media may offer opportunities to promote uptake of HPV screening. We aimed to describe the extent of the scientific literature regarding social media research on HPV, cervical cancer and cervical screening.

METHODS

Seven databases were searched for peer-reviewed English-language studies related to social media research and HPV, cervical cancer and cervical screening published up to November 2023. One reviewer completed the title/abstract screening and two reviewers independently reviewed full-text articles. Data extraction was carried out by one reviewer and verified by a second reviewer. Information such as the research topic, social media platform of interest, participant characteristics, methods, analysis type, outcome measures, and key findings were collected.

RESULTS

In the 58 articles included, researchers used social media in the following ways: evaluate content, recruit participants or disseminate a survey/questionnaire, disseminate health communication content, examine the relationship between social media use and outcomes, and to conduct experiments testing the effects of social media content on outcomes. Twitter and Facebook were the most common platforms mentioned. Four articles explicitly mentioned theory.

CONCLUSIONS

Opportunities for research are identified such as further exploration of how newer social media platforms such as Instagram and TikTok can be used to share HPV content, examination of appropriate images for effective communication, and determining key features of social media content to promote information sharing and improve cervical screening knowledge, attitudes and behaviours.

Social media-based interventions for patients with cancer: a meta-analysis and meta-regression of randomised controlled trials

PURPOSE

This review aimed to (1) evaluate the effectiveness of social media-based interventions for improving the quality of life, anxiety and depressive symptoms of patients with cancer at post-intervention and follow-up; (2) identify the essential features of social media-based interventions and (3) explore the covariates of the treatment effect.

METHODS

All types of randomised controlled trials (RCTs) were included. Ten electronic databases, clinical trial registries and grey literature sources were searched from inception to 15 December 2021. Stata software was used to perform meta-analysis, subgroup analyses and meta-regression analyses. Individual quality assessment and certainty of evidence were assessed using Cochrane risk of bias tool version 1 and Grading of Recommendations Assessments, Development and Evaluation criteria, respectively.

RESULTS

This review included 43 RCTs, which comprised 6239 patients with a total mean age of 49.71 years old from across 11 countries. Social media-based interventions significantly improved the quality of life (g = 0.25, 95% CI = 0.05-0.45) and anxiety symptoms (g =  - 0.41, 95% CI =  - 0.76-0.07) but not depressive symptoms. The essential features based on the subgroup analysis concluded that using a mobile device with a flexible frequency had a remarkably greater effect on the quality of life and anxiety symptoms than their counterparts. The meta-regression showed the covariate features, where having more social media features in interventions significantly improved the quality of life (β = 0.21, p = 0.01). The certainty of evidence was very low for all outcomes.

CONCLUSIONS

Participants who received social media-based interventions may experience an increase in quality of life and reduction in anxiety symptoms.

IMPLICATIONS FOR CANCER SURVIVORS

Social media-based interventions may complement usual care in improving quality of life and anxiety symptoms. Registration in PROSPERO CRD42022297956.

Previvorship Posting: Why Breast Cancer Previvors Share Their Stories on Social Media

Research on previvors, individuals with a genetic predisposition to develop hereditary breast and ovarian cancer but who have not yet been diagnosed with breast or other cancers, examines online information gathering and community support to alleviate uncertainty. However, research exploring online content published by previvors themselves is limited. We examined content published to Instagram and TikTok to explore how breast cancer previvors discussed their lived experience which included, but was not limited to, genetic testing, diagnosis with a BRCA1/2 pathogenic (i.e. risk-increasing) variant, the decision to undergo preventative measures like surgery and/or reconstruction, and how they cope after diagnosis and surgical procedures. In the findings, we explicate how many previvors feel a responsibility to share their authentic experience on social media in order to help others and mitigate their own feelings of uncertainty. This study offers a snapshot of how women are sharing breast cancer previvorship and building social connections with each other online.

Cancer-related information behavior among black and hispanics in an NCI-designated comprehensive cancer center catchment

OBJECTIVE

This study aims to better understand health behaviors, particularly health information seeking, and how this impacts cancer care within underserved minority populations in a specific catchment area in Florida.

METHODS

We conducted an analysis of survey data from a 2019 community health survey conducted by the Moffit Cancer Center (MCC). We utilized the Comprehensive Model of Information Seeking (CMIS) as a framework and performed structural equation modeling (SEM) and related statistical analyses.

RESULTS

Our findings confirm that characteristics and demographics present a positive relationship to Online Health Information Seeking (OHIS). We also found that Utility had a negative significant relationship to OHIS.

CONCLUSIONS

We concluded that the CMIS is a useful framework for studying cancer-related information seeking, and that when properly executed in the confines of a study, can lend itself to in-depth statistical analyses as found in SEM.

IMPLICATIONS

The SEM revealed the CMIS to be promising with results in our analysis worthy of further investigation of cancer care and healthcare information access considering undeserved and minority populations.

PRACTICE IMPLICATIONS

Models such as the CMIS can be useful for understanding information seeking behaviors and to design information and communication interventions to improve access and health outcomes.

World Gynecologic Oncology Day: the use of Twitter to raise awareness of gynecologic cancers

BACKGROUND

Social media provides an opportunity for people to connect and form communities. This community architecture can help to disseminate health-related information in the form of an awareness campaign. The European Society of Gynaecological Oncology and the European Network of Gynaecological Cancer Advocacy Groups initiated a global campaign, World Gynecologic Oncology Day, on September 20, 2020. We studied and analyzed the impact and reach of this Twitter campaign.

OBJECTIVE

This study aimed to assess the impact and reach of the 2020 World Gynecologic Oncology Day Twitter campaign.

STUDY DESIGN

We analyzed gynecologic oncology–specific posts (tweets) between 12 am on September 17, 2020, to 11:59 pm on September 25, 2020 (Coordinated Universal Time), covering the days immediately before and after World Gynecological Oncology Day (September 20, 2020), using Tweepy. The European Network of Gynecological Cancer Advocacy Groups suggested hashtags (#GoForPurple, #WorldGODay, and #GoForCheckup) should be used for this social media campaign. We used these hashtags for our data (tweet) collection.

RESULTS

A total of 382 Twitter accounts participated in this campaign and 662 tweets, including retweets, were reported. Of those, 22% of participants were healthcare professionals. A total of 164 unique hashtags were identified, and #WorldGODay was the most frequently used among the Twitter accounts. #VaginalCancer, #CervicalCancer, and #VulvarCancer were used in relation to the campaign. We identified 5 significant communities that contributed to raising awareness.

CONCLUSION

Twitter campaigns should be designed around a single, short, easy-to-spell hashtag and coordinated with previously identified influential accounts using timed tweets. #WorldGOday hashtag was relevant, easy to spell, memorable, and the most effective hashtag used in this campaign.

When Engagement Leads to Action: Understanding the Impact of Cancer (Mis)information among Latino/a Facebook Users

Latinos/as - the largest minority group in the U.S. - are avid Facebook users, making this an opportune tool to educate on the uptake of cancer prevention and screening behaviors. However, there is a dearth in scholarship exploring how Latinos/as engage with and act upon health content encountered on social media, which may be influenced by cultural values. This qualitatively-driven, mixed-methods study explores how Latinos/as engage with and act upon cancer prevention and screening information (CPSI) on Facebook. During one-on-one, in-depth interviews, participants (n = 20) logged onto their Facebook account alongside the researcher and discussed cancer-related posts they engaged with during the past 12 months. Interview questions included the reasons for engagement, and whether engagement triggered further action. Interviews were analyzed thematically. In parallel, a content analysis of the CPSI posts identified during the interviews was conducted. The majority of CPSI posts participants engaged with contained food-related content and visual imagery. Engagement was most common when individuals had personal relationships to the poster, when posts included videos/images, and when posts contained content promoting the curative properties of popular Latin American foods. Engagement often led to information-seeking and sharing, discussing content with others, and/or changing health behaviors. Findings highlight the importance of adequately contextualizing how cultural values influence the ways in which Latinos/as engage with and act upon CPSI on Facebook, which may lead individuals to bypass evidence-based procedures. Multi-pronged efforts are necessary to adequately leverage social media to empower Latinos/as to partake in behaviors that effectively reduce cancer health disparities.

The role of online social networks in improving health literacy and medication adherence among people living with HIV/AIDS in Iran: Development of a conceptual model

Online social networks have been used to enhance human immunodeficiency virus (HIV) and acquired immunodeficiency syndrome (AIDS) prevention, diagnosis, and treatment programs worldwide. This study aimed to develop a conceptual model of using online social networks in improving health literacy and medication adherence among people living with HIV/AIDS in Iran. This mixed-method sequential exploratory study was conducted in three phases. Firstly, a series of semi-structured interviews with a purposive sample of 29 HIV-positive patients were conducted to investigate the perceptions and experiences of HIV-positive patients about using online social networks to support health literacy and medication adherence. Thematic analysis was used to analyse qualitative interviews, extract potential components, and design a conceptual model. Then, a Delphi study with 27 HIV-positive patients was subsequently conducted to examine the consensus of patients on the proposed model. Finally, the trustworthiness and credibility of the proposed model were reviewed and evaluated by expert panel members from epidemiology and public health. Seven themes and 24 sub-themes emerged from the qualitative interviews. Five themes encompassed components of online social networks that supported communication and information-seeking behaviour of people living with HIV/AIDS. The two other themes encompassed social support and health-related outcomes including medication adherence. The credibility of the proposed conceptual model was confirmed methodologically using the expert panel and Delphi technique. Our findings highlighted that using online social networks has empowered Iranian people living with HIV/AIDS, making them more connected, safe, and able to access HIV/AIDS-related information and services. The role of online social networks in improving health literacy and medication adherence was also demonstrated in a conceptual model to understand the supportive components of online social networks in the HIV care continuum as well as customized interventions to improve the success of antiretroviral therapies.

Oncofertility and Fertility Preservation in Cancer Patients Across the Twitterverse

PURPOSE

Infertility is a major problem affecting children, adolescents, and young adults (AYAs) with cancer, either due to the disease itself or because of oncologic treatment. Oncofertility (OF) focuses on counseling cancer patients about fertility risks and preservation options. However, OF and fertility preservation (FP) conversations on Twitter and their impact are unknown. We aim to characterize the users and type of content of these conversations.

MATERIALS AND METHODS

This observational study analyzed tweets with the hashtags "#Oncofertility" and "#FertilityPreservation" over eight months. We classified Twitter accounts by user type and country. Tweets were categorized by content type, and retweets and likes were quantified. Descriptive statistics were used for analysis.

RESULTS

A total of 399 tweets from 223 different accounts were evaluated. Twitter accounts comprised 22 countries and stemmed from high, upper-middle, and lower-middle-income countries in 86.5%, 5.4%, and 6.3%, respectively; no accounts from low-income countries were found. Accounts were mostly from physicians (37%) and healthcare centers (20%); we did not find any patient accounts. The most common content category was informative tweets directed to patients (30.8%), followed by discussion/sharing of medical papers (25.6%). Only 14.5% of tweets contained information about children and adolescents. Still, only 4.5% were aimed at children. Retweets were absent in 16.5% of the tweets, and 80.7% did not have comments.

CONCLUSION

OF and FP discussions on Twitter were limited to interactions among medical professionals. Also, advocacy groups showed limited activity on social media. Even though a significant proportion of tweets directed to patients were found, no active involvement of patients was observed. Finally, limited number of tweets (4.5%) were directed to children and adolescents. There is a need to raise awareness about the effects of cancer on fertility in this group. Currently, Twitter is not a resource of information for children and AYAs with cancer who need OF counseling and fertility preservation. Our results open a debate on how to promote the use of social media in the future to improve the quality of OF information available, awareness, and care since there is an unmet need for fertility preservation access in young cancer patients.

Whose cancer? Visualising the distribution of mentions to cancer sites on instagram

This article presents a quantitative analysis of mentions to cancer on Instagram. Using thousands of images with cancer-related hashtags, we build several visualisations to capture their distribution. Source images are clustered by their visual traits and by the incidence, prevalence, and mortality of the cancer site they refer to. Our goal is three-fold: to provide a quantitative basis for future research on the representation of cancer online; to offer an interpretation of the sources of the imbalanced representation of the different cancer sites; and to motivate a debate on how that representation may affect patients and families.

Twitter as a Tool to Spread Communication Regarding Genitourinary Cancers During the COVID-19 Pandemic

OBJECTIVES:

To better characterize the relay of information about prostate, kidney, and bladder cancer on Twitter in relation to the COVID-19 pandemic.

MATERIALS AND METHODS:

Tweets containing the joint hashtags “#COVID-19” and either “#bladder cancer”, “#kidney cancer”, or “#prostate cancer” were identified on the Twitter platform from January 1, 2020 to July 30, 2020. The Twitter handle responsible for each tweet was categorized as an Academic, Medical Education, Patient Advocacy Groups/Non-Profits, Pharmaceutical, or Other entity based on content domain. Descriptive statistics were used to summarize data on Twitter handle characteristics stratified by disease category (bladder, kidney, and prostate). Median/interquartile range and percentages were used to summarize continuous and categorical data, respectively. Number of tweets containing the relevant joint hashtags were tracked over time in relation to the cumulative United States case count of COVID-19.

RESULTS:

The content of 730 total tweets containing the joint hashtags “COVID-19” and either “#bladder cancer” (138 tweets), “#kidney cancer” (137 tweets), or “#prostate cancer” (455 tweets) from January 1, 2020 to July 31, 2020 were analyzed. We identified 326 unique Twitter handles across all disease states (62 bladder, 47 kidney, and 217 prostate-related). Academic Twitter handles accounted for the greatest number of tweets containing the joint hashtags (31%). Temporal tracking of tweets with regard to monthly U.S. COVID cases revealed that communication surged in March of 2020 and peaked in April for both bladder and kidney cancer, whereas related prostate cancer Twitter communication peaked in May of 2020.

CONCLUSIONS:

As COVID-19 case counts rose in the United States initially, so too did communication surrounding COVID-19 and genitourinary cancers on Twitter. Many of these conversations were driven by academically-associated Twitter accounts.

Using Google Trends and Twitter for Prostate Cancer Awareness: A Comparative Analysis of Prostate Cancer Awareness Month and Breast Cancer Awareness Month

Background

We evaluated (1) whether the public interest in prostate cancer and prostate cancer screening increased following Prostate Cancer Awareness Month (PCAM) and (2) whether PCAM was as effective as Breast Cancer Awareness Month (BCAM) at generating public interest.

Methods 

Using Google Trends, we measured search volume in PCAM and BCAM. We used the search volume in Google Trends as a proxy for changes in public interest from January 01, 2009 to December 31, 2018 worldwide, including the specific keywords: “Prostate Cancer”; “Prostate-Specific Antigen”; “Prostate Cancer Screening”; “Prostate Cancer Management”; “Breast Cancer”; “Breast Cancer Screening”; “Mammography”; and “Breast Cancer Management”. Also, we measured tweets containing “prostate cancer” and “breast cancer”. We used an autoregressive integrated moving algorithm (ARIMA) to forecast expected weekly search volumes during PCAM and BCAM. We then compared the Google Trends data from during PCAM and BCAM to the forecasted values and determined a “greater than expected” range.

Results

The mean pooled percent increase in tweets associated with “prostate cancer” during PCAM from 2012 through 2018 was 15.9% (95% CI, -1% - 33%). The mean pooled percent increase in tweets associated with “breast cancer” during BCAM from 2012 through 2018 was 318.5% (95% CI, 268% - 369%). BCAM was associated with a 302.6% greater effect on increasing tweets referencing the disease of interest than PCAM from 2012-2018. “Breast cancer” Google searches were found to be 36.7% (95% CI, 34% - 39%) more frequent than “prostate cancer” per month from 2009-2019. Google Searches for “breast cancer screening” were 29.6% (95% CI, 28% - 31%) greater than “prostate cancer screening”.

Conclusions

Our results indicate that PCAM is not generating substantial internet interest, especially when compared to BCAM. The search volume for Google Trends search terms related to PCAM was less than BCAM in every comparison, and Twitter indicated only a slight increase of Tweets during the month of PCAM. Suggestions are provided to improve the effect of PCAM and men’s health.

Online health community experiences of sexual minority women with cancer

OBJECTIVE

The study sought to explore online health communities (OHCs) for sexual minority women (SMW) with cancer by conducting computational text analysis on posts.

MATERIALS AND METHODS

Eight moderated OHCs were hosted by the National LGBT Cancer Network from 2013 to 2015. Forty-six SMW wrote a total of 885 posts across the OHCs, which were analyzed using Linguistic Inquiry and Word Count and latent Dirichlet allocation. Pearson correlation was calculated between Linguistic Inquiry and Word Count word categories and participant engagement in the OHCs. Latent Dirichlet allocation was used to derive main topics.

RESULTS

Participants (average age 46 years; 89% white/non-Hispanic) who used more sadness, female-reference, drives, and religion-related words were more likely to post in the OHCs. Ten topics emerged: coping, holidays and vacation, cancer diagnosis and treatment, structure of day-to-day life, self-care, loved ones, physical recovery, support systems, body image, and symptom management. Coping was the most common topic; symptom management was the least common topic.

DISCUSSION

Highly engaged SMW in the OHCs connected to others via their shared female gender identity. Topics discussed in these OHCs were similar to OHCs for heterosexual women, and sexual identity was not a dominant topic. The presence of OHC moderators may have driven participation. Formal comparison between sexual minority and heterosexual women's OHCs are needed.

CONCLUSIONS

Our findings contribute to a better understanding of the experiences of SMW cancer survivors and can inform the development of tailored OHC-based interventions for SMW who are survivors of cancer.

Look who's talking now: Cancer in primary care on Twitter. An observational study

Background

Twitter is a microblogging platform that helps share information. It is a dynamic tool that has been embraced by many user types including consumers and healthcare professionals (HCPs). Currently, there are no data on how cancer in primary care features on Twitter.

Aim

To explore the type of users and information shared about cancer in primary care on Twitter.

Design & setting

A descriptive exploratory study took place of publicly available Twitter data.

Method

Tweets were searched between July 2015 and June 2017 for ‘GP’, ‘general practice’, ‘primary care’, or ‘general practitioner’ in conjunction with ‘cancer’. A 20% random sample was coded for geographic location, user type, type of tweet, and theme. Tweet sentiment was analysed using R package sentimentr. Content that gained traction was compared by combining original tweets, retweets, favourites, and duration.

Results

There were a total of 3413 tweets from 1611 users in 44 countries. Consumers were the largest user group followed by health organisations, healthcare professionals, and the media. The most common theme across user types was diagnostic delay. Other themes that emerged included cancer screening, symptom awareness, and early diagnosis. Consumers published more negative tweets, particularly in relation to diagnostic delay. Health organisations focused on symptom awareness and screening. Over half of media tweets were stories that featured delayed diagnosis or screening.

Conclusion

A broad range of users engage with Twitter to share information about cancer in primary care. Content is different between user groups, but diagnostic delay and symptom awareness are common themes. Healthcare and professional organisations may need to consider approaches to counter negative messages about diagnostic delay.

Use of Social Media to Promote Cancer Screening and Early Diagnosis: Scoping Review

BACKGROUND

Social media is commonly used in public health interventions to promote cancer screening and early diagnosis, as it can rapidly deliver targeted public health messages to large numbers of people. However, there is currently little understanding of the breadth of social media interventions and evaluations, whether they are effective, and how they might improve outcomes.

OBJECTIVE

This scoping review aimed to map the evidence for social media interventions to improve cancer screening and early diagnosis, including their impact on behavior change and how they facilitate behavior change.

METHODS

Five databases and the grey literature were searched to identify qualitative and quantitative evaluations of social media interventions targeting cancer screening and early diagnosis. Two reviewers independently reviewed each abstract. Data extraction was carried out by one author and verified by a second author. Data on engagement was extracted using an adapted version of the key performance indicators and metrics related to social media use in health promotion. Insights, exposure, reach, and differing levels of engagement, including behavior change, were measured. The behavior change technique taxonomy was used to identify how interventions facilitated behavior change.

RESULTS

Of the 23 publications and reports included, the majority (16/23, 70%) evaluated national cancer awareness campaigns (eg, breast cancer awareness month). Most interventions delivered information via Twitter (13/23, 57%), targeted breast cancer (12/23, 52%), and measured exposure, reach, and low- to medium-level user engagement, such as number of likes (9/23, 39%). There were fewer articles about colorectal and lung cancer than about breast and prostate cancer campaigns. One study found that interventions had less reach and engagement from ethnic minority groups. A small number of articles (5/23, 22%) suggested that some types of social media interventions might improve high-level engagement, such as intended and actual uptake of screening. Behavior change techniques, such as providing social support and emphasizing the consequences of cancer, were used to engage users. Many national campaigns delivered fundraising messages rather than actionable health messages.

CONCLUSIONS

The limited evidence suggests that social media interventions may improve cancer screening and early diagnosis. Use of evaluation frameworks for social media interventions could help researchers plan more robust evaluations that measure behavior change. We need a greater understanding of who engages with these interventions to know whether social media can be used to reduce some health inequalities in cancer screening and early diagnosis.

INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID)

RR2-10.1136/bmjopen-2019-033592.

Patterns of social media use and associations with psychosocial outcomes among breast and gynecologic cancer survivors

PURPOSE

We sought to characterize the use of social media (SM) among breast and gynecologic cancer survivors, as well as associations between patterns of SM use and psychosocial outcomes.

METHODS

Two hundred seventy-three breast and gynecologic cancer survivors recruited at the Stanford Women's Cancer Center completed the study. Participants completed questionnaires to measure quality of life (FACT-G), functional social support (Duke-UNC FSSQ), distress (PHQ-4), decision regret (DRS), and SM use.

RESULTS

In total, 75.8% of the sample reported using SM. There was no difference in quality of life (QOL), functional social support (FSS), distress, or decision regret between SM users and non-users. SM users indicated using SM for social support (34.3%) and loneliness (24.6%) more than for information-seeking (15.9%), coping (18.8%), or self-disclosure (14%). SM use for coping was associated with lower QOL (p < .001), lower FSS (p < .001), and higher decision regret (p = .029). Use for social support was associated with lower FSS (p = .029). Use for information seeking was associated with lower QOL (p = .012). Use of SM when lonely was associated with lower QOL (p < .001), higher distress (p = .007), lower FSS (p < .001), and higher decision regret (p = .020).

CONCLUSIONS

Associations between SM use and psychosocial outcomes are nuanced and dependent on motivation for use. Further research is needed to better characterize SM use and associations with psychosocial outcomes among cancer survivors.

IMPLICATIONS FOR CANCER SURVIVORS

SM is an important potential avenue for understanding and addressing the psychosocial effects associated with cancer survivorship.

Breast Cancer Prevention and Treatment: Misinformation on Pinterest, 2018

Objectives. To quantify and describe the incidence of misinformation about breast cancer on the social media platform Pinterest, a leading source of women's health (e.g., breast cancer) information.Methods. We performed a hand-coded content analysis on 797 Pinterest posts ("pins") mentioning the terms "breast cancer" or "breast" and "cancer," collected in November 2018.Results. From the original sample of 797, 178 (22.3%) made a factual claim about what social media users could do to prevent or treat breast cancer. Of these, more than half-91 (51.1%)-contained misinformation. Therefore, 11.4% of the sample overall contained misinformation related to breast cancer prevention or treatment.Conclusions. Pinterest is a significant vector of misinformation about breast cancer, especially given the platform's overwhelmingly female composition and its visual means of conveying information.Public Health Implications. Health practitioners should be aware of the myths circulating about breast cancer prevention and treatment and be prepared both to dismantle misinformation and to stress reliable health guidance. Meanwhile, Pinterest may wish to widen the criteria it uses for identifying health misinformation on its platform.

Using Social Media as a Platform for Increasing Knowledge of Lung Cancer Screening in High-Risk Patients

Background

Uptake in lung cancer screening for high-risk patients remains low. Eligible patients may not know that this preventive service is available and covered by insurance.

Objectives

The objective of this study was to explore using social media to educate patients about lung cancer screening and assess motivation to discuss lung cancer screening with health-care providers after viewing the educational program.

Methods

Subjects ages 55 to 77 who were current smokers or former smokers who quit in the past 15 years with a more than 30-pack-year smoking history were recruited via a Facebook advertisement. Subjects completed a demographic survey and the Lung Cancer Screening-12 (LCS-12) knowledge measure tool, watched a YouTube video about lung cancer screening, and completed the LCS-12 tool (post-test). Subjects rated their level of motivation to discuss lung cancer screening with their health-care provider.

Results

This study used a pre-experimental, one-group pre-test and post-test design. Scores from the pre- and post-test were analyzed using the paired t-test. Descriptive statistics were used to analyze subject self-reporting of motivation to discuss screening with their provider. The mean knowledge score of participants (n = 31) significantly increased from 5.26 to 8.19 after viewing the video (t = -5.956, p < .001). The mean motivational level (1-5) was 3.52, with a mode of 5.

Conclusions

A lack of knowledge regarding lung cancer screening may negatively impact the health of high-risk patients. This study suggests that social media can be used to increase knowledge of lung cancer screening. These findings demonstrate that the use of social media has a role in improving access to health information.

Using a digital patient powered research network to identify outcomes of importance to patients with multiple myeloma

Background

Social media platforms give patients a voice by allowing them to discuss their health and connect with others. These unfiltered and genuine reports offer direct access to what matters most to patients. Exploring the patient-reported outcomes discussed in these platforms reveal clinical insights and behavioral patterns of the real-world patient journey. This research study reviewed health-related quality of life (HRQoL) concepts reported by patients with multiple myeloma (MM).

Methods

Data were obtained using the Belong.life patient-powered research network (PPRN) using social media listening methods. The analysis cohort consisted of adults diagnosed with MM who signed into the Belong.life platform by June 2018. Natural language processing and medical neural networks were utilized to extract text data to mine and scan for concepts using programmed algorithms. The textual review of the data was conducted on two levels: the over-arching concept of interest (broad symptom and impact classification) and the more specific symptom and impacts report. Concepts were analyzed descriptively and summarized by age, gender, context of report, and stage of disease/treatment journey.

Results

Two hundred thirty patients with MM from the United States (52%), Israel (42%), Canada (3%), and 3% from Egypt, France, Greece, India, United Kingdom, and Australia were identified. A total of 57% were female and at account registration the median age was 57 years. A total of 126 patients had evaluable text data to search concepts being discussed. The PPRN platform identified 93% of the concepts from the conceptual model developed based on prior literature review. The most commonly reported symptoms were neuropathy, tiredness, nausea, back pain, fatigue, and bone pain. Back pain appeared as the most prominent symptom early in the disease and sometimes occurred prior to MM diagnosis. Tiredness, nausea, fatigue, and bone pain were frequently reported after MM diagnosis, with the start of treatment.

Conclusion

Patient-oriented social media platforms, such as Belong.life, can capture and contribute to a holistic vision of concepts surrounding patients’ HRQoL. The ability to understand when a certain debilitating symptom appeared and to which sub-population of patients may allow for a personalized approach to treatment, improving adherence and quality of care as well as increasing patient well-being.

Examining Public Communication About Kidney Cancer on Twitter

PURPOSE

Several studies have described the content of Twitter conversations about lung, breast, and prostate cancer, but little is known about how the public uses Twitter to discuss kidney cancer. We sought to characterize the content of conversations on Twitter about kidney cancer and the participants engaged in these dialogues.

METHODS

This qualitative study analyzed the content of 2,097 tweets that contained the key words kidney cancer from August 1 to 22, 2017. Tweets were categorized by content domain of conversations related to kidney cancer on Twitter and user types of participants in these dialogues.

RESULTS

Among the 2,097 kidney cancer-related tweets analyzed, 858 (41.4%) were authored by individuals, 865 (41.2%) by organizations, and 364 (17.4%) by media sites. The most common content discussed was support (29.3%) and treatment (26.5%). Among the 2,097 tweets, 825 were unique tweets, and 1,272 were retweets. The most common unique tweets were about clinical trials (23.9%), most often authored by media sites. The most common retweets were about treatment (38.5%), most often authored by organizations.

CONCLUSION

Twitter dialogues about kidney cancer are most commonly related to support and treatment. Our findings provide insights that may inform the design of new interventions that use social media as a tool to improve communication of kidney cancer information. Additional efforts are needed to improve our understanding of the value and direct utility of social media in improving kidney cancer care.

Age differences in patterns and confidence of using internet and social media for cancer-care among cancer survivors

OBJECTIVES

The internet and social media provide information and support to cancer survivors, and adolescent and young adults (AYA, age < 40 years), adults, and older (age 65+ years) cancer survivors may have different needs. We evaluated the impact of age on cancer-related internet and social media use and confidence in evaluating online information for cancer-care decision making.

MATERIALS AND METHODS

Cancer survivors completed a convenience cross-sectional survey evaluating their cancer-related internet and social media use and their confidence in using these resources for decision making. Multivariable regression models evaluated the impact of age on usage patterns and confidence.

RESULTS

Among 371 cancer survivors, 58 were older adults and 138 were AYA; 74% used the internet and 39% social media for cancer care; 48% felt confident in using online information for cancer-care decisions. Compared to adult survivors, there was a non-significant trend for older survivors to be less likely to use the internet for cancer-care information(aOR = 0.49, 95% CI[0.23-1.03], P = .06), while AYA were more likely to use social media for cancer-care (aOR = 1.79[1.08-2.99], P = .03). Although confidence at using online information for cancer-care decision making did not differ between age groups, increasing age had a non-significant trend towards reduced confidence (aOR = 0.99 per year [0.97-1.00], P = .09). Most commonly researched and desired online information were causes/risk factors/symptoms, treatment options, and prognosis/outcomes.

CONCLUSIONS

Age may influence the use of internet and social media for cancer-care, and older cancer survivors may be less confident at evaluating online information for cancer-care decision making. Future research should explore other strategies at meeting the informational needs of older cancer survivors.

Secret groups and open forums: Defining online support communities from the perspective of people affected by cancer

Objective

A quarter of people diagnosed with cancer lack social support. Online cancer communities could allow people to connect and support one another. However, the current proliferation of online support communities constitutes a range of online environments with differing communication capacities and limitations. It is unclear what is perceived as online cancer community support and how different features can help or hinder supportive group processes. This study aimed to explore how perceived support is influenced by the different features and formats of online support environments.

Methods

In-depth qualitative interviews were conducted with 23 individuals affected by a range of cancer diagnoses, including both cancer survivors and family members. Data were analysed using deductive thematic analysis guided by a constructivist epistemological perspective.

Findings

Online supportive communities were defined and differentiated by two themes. Firstly, ‘Open forums’ were identified with thematic properties which facilitated a uniquely informative environment including ‘Safety in anonymity’, ‘Perceived reliability’ and ‘Exposure and detachment’. Secondly, ‘Secret groups’ were identified with thematic properties which enhanced an emotionally supportive environment including ‘Personalised interactions’, an overt ‘Peer hierarchy’, and ‘Crossing the virtual divide’.

Conclusions

Properties of groups can engender different degrees of interpersonal relations and different supportive interactions. In particular, support community designers may want to adapt key features such as anonymity, trustworthiness of websites, and the personalised nature of conversations to influence the development of supportive environments. In personalised peer-led groups, it may be prudent to provide guidance on how to reassert a positive environment if arguments break out online.

Influential Factors in Breast Cancer Patients' Performance Using Malaysian Social Network Support Groups

Social network communities can serve as a health resource for cancer patients to share and disseminate information. Even so, theory-based research into evaluating cancer patients' performance empirically using social network sites (SNSs) is limited, representing an identifiable knowledge gap. This study proposes a research model that integrates social cognitive theory and task technology fit theory to contribute to the understanding of key factors impacting the performance of breast cancer patients using SNSs. Data were collected via a structured paper-based questionnaire. A total of one hundred seventy-eight (178) participants from six cancer support groups and hospitals in Peninsular Malaysia responded to the administered survey. Survey data were analyzed using the partial least squares (PLS) method while Smart PLS was used to test the hypotheses and to validate the proposed model. Results indicate that outcome expectation, self-efficacy, negative affect, positive affect, social support and task technology fit are significant factors affecting the performance of breast cancer patients vis-à-vis Malaysian social network support groups.

Interventions Using Social Media for Cancer Prevention and Management: A Systematic Review

BACKGROUND

Regarding cancer awareness, social media effectively promotes health and supports self-management. Given the diverse study designs, methodologies, and approaches of social media interventions in oncology, it is difficult to determine the effects of social media on cancer prevention and management.

OBJECTIVE

We aim to systematically review intervention studies using social media for cancer care.

METHODS

A systematic search, using 7 electronic databases (PubMed, Web of Science, CINAHL, Cochrane Library, Scopus, EMBASE, and PsycINFO), was conducted to identify surveys and interventions using contemporary social media tools with a focus on cancer.

RESULTS

Of the 18 selected studies, 7 were randomized controlled trials. Most studies were conducted for all types of cancer, and some were conducted for breast cancer in the United States, with mostly white female participants. Facebook was the most frequently used platform. Most studies targeted healthy participants providing cancer prevention education. With social media platforms as part of a larger intervention, or the main component of interventions, interventions were overall feasible and showed a significant improvement in cancer prevention and management.

CONCLUSIONS

Social media tools have the potential to be effective in delivering interventions for cancer prevention and management. However, there was a dearth of studies with rigorous study methodologies to test social media effects on various cancer-related clinical outcomes.

IMPLICATIONS FOR PRACTICE

Social media use in cancer care will facilitate improved communication and support among patients, caregivers, and clinicians and, ultimately, improved patient care. Clinicians need to carefully harness social media to enhance patient care and clinical outcomes.

The social dynamics of lung cancer talk on Twitter, Facebook and Macmillan.org.uk

People with lung cancer and others affected by the condition are using social media to share information and support, but little is known about how these behaviours vary between different platforms. To investigate this, we extracted posts from Twitter (using relevant hashtags), the Lung Cancer Support Group on Facebook and the Macmillan.org.uk lung cancer discussion forum for a single month. Interaction Process Analysis revealed that all three platforms were used more for giving than seeking information, opinion or suggestions. However, interaction types (including sentiment) varied between platforms, reflecting their digital architectures, user-base and inclusion of a moderator. For example, a higher percentage of information-seeking and sentiment marked the Macmillan.org.uk, compared with Twitter and the Facebook Group. Further analysis of the messages using a four-dimensional typology of social support revealed that emotional and informational support types were most prevalent on the Macmillan.org.uk forum, closely followed by the Facebook Group. Contrary to expectations, Twitter posts showed the most companionship support, reflecting the use of hashtags as user-generated signals of community belonging and interests. Qualitative analysis revealed an unanticipated sub-category of spiritual support, which featured uniquely in the Lung Cancer Support Group on Facebook. There was little evidence of trolling or stigma, although some users remarked that lung cancer was unfairly resourced compared with other cancers. These findings provide new insights about how people affected by lung cancer use social media and begin to elucidate the value of different platforms as channels for patient engagement and support, or as potential research data sources.

Potential of Using Twitter to Recruit Cancer Survivors and Their Willingness to Participate in Nutrition Research and Web-Based Interventions: A Cross-Sectional Study

BACKGROUND

Social media is rapidly changing how cancer survivors search for and share health information and can potentially serve as a cost-effective channel to reach cancer survivors and invite them to participate in nutrition intervention programs.

OBJECTIVE

This study aimed to assess the feasibility of using Twitter to recruit cancer survivors for a web-based survey and assess their willingness to complete web-based nutrition surveys, donate biospecimens, and to be contacted about web-based nutrition programs.

METHODS

We contacted 301 Twitter accounts of cancer organizations, advocates, and survivors to request assistance promoting a web-based survey among cancer survivors. The survey asked respondents whether they would be willing to complete web-based nutrition or lifestyle surveys, donate biospecimens, and be contacted about web-based nutrition programs. Survey promotion rate was assessed by the percentage of Twitter accounts that tweeted the survey link at least once. Survey response was assessed by the number of survey respondents who answered at least 85% (26/30). We compared the characteristics of cancer survivors who responded to this survey with those who participated in the National Health and Nutrition Examination Survey (NHANES) 1999-2010 and evaluated factors associated with willingness to complete web-based surveys, donate biospecimens, and be contacted to participate in web-based nutrition programs among those who responded to the social media survey.

RESULTS

Over 10 weeks, 113 Twitter account owners and 165 of their followers promoted the survey, and 444 cancer survivors provided complete responses. Two-thirds of respondents indicated that they would be willing to complete web-based nutrition or lifestyle surveys (297/444, 67.0%) and to be contacted to participate in web-based nutrition interventions (294/444, 66.2%). The percentage of respondents willing to donate biospecimens were 59.3% (263/444) for oral swab, 52.1% (231/444) for urine sample, 37.9% (168/444) for blood sample, and 35.6% (158/444) for stool sample. Compared with a nationally representative sample of 1550 cancer survivors in NHANES, those who responded to the social media survey were younger (53.1 years vs 60.8 years; P<.001), more likely to be female (93.9% [417/444] vs 58.7% [909/1550]; P<.001), non-Hispanic whites (85.4% [379/444] vs 64.0% [992/1550]; P<.001), to have completed college or graduate school (30.1 [133/444] vs 19.9% [308/444]; P<.001), and to be within 5 years of their initial diagnosis (55.2% [244/444] vs 34.1% [528/1550]; P<.001). Survivors younger than 45 years, female, and non-Hispanic whites were more willing to complete web-based nutrition surveys than older (65+ years), male, and racial or ethnic minority survivors. Non-Hispanic whites and breast cancer survivors were more willing to donate biospecimens than those with other race, ethnicity or cancer types.

CONCLUSIONS

Twitter could be a feasible approach to recruit cancer survivors into nutrition research and web-based interventions with potentially high yields. Specific efforts are needed to recruit survivors who are older, male, racial and ethnic minorities, and from socioeconomically disadvantaged groups when Twitter is used as a recruitment method.

Information needs, communication and usage of social media by cancer patients and their relatives

PURPOSE

The aim of this study was to evaluate cancer patients' need for information, their communication and usage of social media.

METHODS

We developed a standardized questionnaire comprising sections on information needs, communication behavior and usage of social media with respect to cancer and combined this with a validated instrument on eHealth literacy for patients. This questionnaire was provided online and with the help of bloggers and leaders of social media groups, distributed in their networks.

RESULTS

The Internet was the most important information source (n = 308; 77.4%). Yet, most of the participants wanted to get information from their doctor (n = 342; 85.9%). With respect to trust in a source of information, oncologists were named most often (n = 285; 71.6%). On the one hand, many participants got in contact with others, especially peers, via social media (n = 319; 80.3%) with a growing bond to their family members on the other hand (n = 324; 81.6%). The cancer diagnosis was an impulse for starting with active participation in social media for some participants (n = 196; 49.2%).

CONCLUSIONS

With social media gaining importance as source of information for patients, improving the quality of information in these networks is an important task in health care systems.

What Young Women with Breast Cancer Get Versus What They Want in Online Information and Social Media Supports

Purpose: Young women are high users of social media (SM), but information is lacking on whether online supports including SM meet the needs of young women (<40 years) with breast cancer (YWBC). YWBC are a vulnerable population who experience many psychosocial challenges alongside cancer diagnosis and treatment. This study aimed to gather data on what YWBC get versus what they want in online support. Methods: Semi-structured interviews explored YWBC's perceptions and use of online information/SM, including visions for ideal support. YWBC between the ages of 18-40 were recruited via two urban oncology clinics. Recruitment continued until redundancy of responses was achieved. Results: Thirteen YWBC participated in the study. Some reported benefits of online supports included connection with similar others, emotional support and ease of use. These benefits were balanced by drawbacks, such as a lack of appropriate/credible information and/or distressing information. Respondents spontaneously mentioned coping strategies such as managing information exposure and regulating SM use to mitigate against harms of online supports. Collectively, participants described nine facets of an ideal online support hub, which could function as a one stop shop for informational, practical and emotional supports for YWBC. Conclusion: Developing a multifunction online support hub may help women to find credible and useful information, rapidly, and address current limitations of online supports.

Integrating Social Media in Modern Oncology Practice and Research

The widespread adoption and diffusion of social media provides oncology professionals with a unique and unprecedented opportunity to engage with the public. However, there remains a paucity of literature examining how clinicians and researchers can effectively use social media to complement modern oncology practice and research. In this review, we dissect the benefits and risks of professional social media use in oncology and offer several best practices for clinicians and researchers to achieve effective engagement. We also describe how to participate constructively in Twitter conversations at the time of medical or scientific conferences. Additionally, we demonstrate how to communicate appropriately and safely with patients and families online. Finally, we explore the exciting and nascent field of social media research and highlight the need to investigate its potential value in personalized cancer medicine.

Effective uses of social media in public health and medicine: a systematic review of systematic reviews

Introduction

Research examining the effective uses of social media (SM) in public health and medicine, especially in the form of systematic reviews (SRs), has grown considerably in the past decade. To our knowledge, no comprehensive synthesis of this literature has been conducted to date.

Aims and methods

To conduct a systematic review of systematic reviews of the benefits and harms (“effects”) of SM tools and platforms (such as Twitter and Facebook) in public health and medicine. To perform a synthesis of this literature and create a ‘living systematic review’.

Results

Forty-two (42) high-quality SRs were examined. Overall, evidence of SM’s effectiveness in public health and medicine was judged to be minimal. However, qualitative benefits for patients are seen in improved psychosocial support and psychological functioning. Health professionals benefited from better peer-to-peer communication and lifelong learning. Harms on all groups include the impact of SM on mental health, privacy, confidentiality and information reliability.

Conclusions

A range of negatives and positives of SM in public health and medicine are seen in the SR literature but definitive conclusions cannot be made at this time. Clearly better research designs are needed to measure the effectiveness of social technologies. For ongoing updates, see the wiki “Effective uses of social media in health: a living systematic review of systematic reviews”. http://hlwiki.slais.ubc.ca/index.php/Effective_uses_of_social_media_in_healthcare:_a_living_systematic_review_of_reviews

Toward Real-Time Infoveillance of Twitter Health Messages

There is growing interest in conducting public health research using data from social media. In particular, Twitter "infoveillance" has demonstrated utility across health contexts. However, rigorous and reproducible methodologies for using Twitter data in public health are not yet well articulated, particularly those related to content analysis, which is a highly popular approach. In 2014, we gathered an interdisciplinary team of health science researchers, computer scientists, and methodologists to begin implementing an open-source framework for real-time infoveillance of Twitter health messages (RITHM). Through this process, we documented common challenges and novel solutions to inform future work in real-time Twitter data collection and subsequent human coding. The RITHM framework allows researchers and practitioners to use well-planned and reproducible processes in retrieving, storing, filtering, subsampling, and formatting data for health topics of interest. Further considerations for human coding of Twitter data include coder selection and training, data representation, codebook development and refinement, and monitoring coding accuracy and productivity. We illustrate methodological considerations through practical examples from formative work related to hookah tobacco smoking, and we reference essential methods literature related to understanding and using Twitter data.

Influence of Internet and Social Media in the Promotion of Alternative Oncology, Cancer Quackery, and the Predatory Publishing Phenomenon

In the last decade, electronic media has irrupted physician's clinical practice. Patients increasingly use Internet and social media to obtain enormous amounts of unsupervised data about cancer. Blogs, social networking sites, online support groups and forums are useful channels for medical education and experience sharing but also perfect environments for misinformation, quackery, violation of privacy and lack of professionalism. The widespread availability of such electronic resources allows some followers of the alternative oncology to spread useless irrational and controversial remedies for cancer, like false medicaments, miraculous diets, electronic devices, and even psychic therapies, as did charlatans in the past, providing false expectations about cancer treatments. Moreover, so-called predatory journals have introduced confusion and malpractice within the academic biomedical publishing system. This is a rising editorial phenomenon affecting all fields of biomedicine, including oncology that jeopardizes the quality of scientific contribution and damages the image of open access publication.

Cancer and Social Media: A Comparison of Traffic about Breast Cancer, Prostate Cancer, and Other Reproductive Cancers on Twitter and Instagram

Social media are often heralded as offering cancer campaigns new opportunities to reach the public. However, these campaigns may not be equally successful, depending on the nature of the campaign itself, the type of cancer being addressed, and the social media platform being examined. This study is the first to compare social media activity on Twitter and Instagram across three time periods: #WorldCancerDay in February, the annual month-long campaigns of National Breast Cancer Awareness Month (NBCAM) in October and Movember in November, and during the full year outside of these campaigns. Our results suggest that women's reproductive cancers - especially breast cancer - tend to outperform men's reproductive cancer - especially prostate cancer - across campaigns and social media platforms. Twitter overall generates substantially more activity than Instagram for both cancer campaigns, suggesting Instagram may be an untapped resource. However, the messaging for both campaigns tends to focus on awareness and support rather than on concrete actions and behaviors. We suggest health communication efforts need to focus on effective messaging and building engaged communities for cancer communication across social media platforms.

Engagement of young adult cancer survivors within a Facebook-based physical activity intervention

Few studies have examined how young adult cancer survivors use online social media. The objective of this study was to characterize Facebook engagement by young adult cancer survivors in the context of a physical activity (PA) intervention program. Young adult cancer survivors participated in one of two Facebook groups as part of a 12-week randomized trial of a PA intervention (FITNET) compared to a self-help comparison (SC) condition. A moderator actively prompted group discussions in the FITNET Facebook group, while social interaction was unprompted in the SC group. We examined factors related to engagement, differences in engagement by group format and types of Facebook posts, and the relationship between Facebook engagement and PA outcomes. There were no group differences in the number of Facebook comments posted over 12 weeks (FITNET, 153 vs. SC, 188 p = 0.85) or the proportion of participants that reported engaging within Facebook group discussions at least 1-2 days/week. The proportion of participants that made any posts decreased over time in both groups. SC participants were more likely than FITNET participants to agree that group discussions caused them to become physically active (p = 0.040) and that group members were supportive (p = 0.028). Participant-initiated posts elicited significantly more comments and likes than moderator-initiated posts. Responses posted on Facebook were significantly associated with light PA at 12 weeks (β = 11.77, t(85) = 1.996, p = 0.049) across groups. Engagement within Facebook groups was variable and may be associated with PA among young adult cancer survivors. Future research should explore how to promote sustained engagement in online social networks. ClinicalTrials.gov identifier: NCT01349153.

Scaling Up Research on Drug Abuse and Addiction Through Social Media Big Data

Background

Substance use–related communication for drug use promotion and its prevention is widely prevalent on social media. Social media big data involve naturally occurring communication phenomena that are observable through social media platforms, which can be used in computational or scalable solutions to generate data-driven inferences. Despite the promising potential to utilize social media big data to monitor and treat substance use problems, the characteristics, mechanisms, and outcomes of substance use–related communications on social media are largely unknown. Understanding these aspects can help researchers effectively leverage social media big data and platforms for observation and health communication outreach for people with substance use problems.

Objective

The objective of this critical review was to determine how social media big data can be used to understand communication and behavioral patterns of problematic use of prescription drugs. We elaborate on theoretical applications, ethical challenges and methodological considerations when using social media big data for research on drug abuse and addiction. Based on a critical review process, we propose a typology with key initiatives to address the knowledge gap in the use of social media for research on prescription drug abuse and addiction.

Methods

First, we provided a narrative summary of the literature on drug use–related communication on social media. We also examined ethical considerations in the research processes of (1) social media big data mining, (2) subgroup or follow-up investigation, and (3) dissemination of social media data-driven findings. To develop a critical review-based typology, we searched the PubMed database and the entire e-collection theme of “infodemiology and infoveillance” in the Journal of Medical Internet Research / JMIR Publications. Studies that met our inclusion criteria (eg, use of social media data concerning non-medical use of prescription drugs, data informatics-driven findings) were reviewed for knowledge synthesis. User characteristics, communication characteristics, mechanisms and predictors of such communications, and the psychological and behavioral outcomes of social media use for problematic drug use–related communications are the dimensions of our typology. In addition to ethical practices and considerations, we also reviewed the methodological and computational approaches used in each study to develop our typology.

Results

We developed a typology to better understand non-medical, problematic use of prescription drugs through the lens of social media big data. Highly relevant studies that met our inclusion criteria were reviewed for knowledge synthesis. The characteristics of users who shared problematic substance use–related communications on social media were reported by general group terms, such as adolescents, Twitter users, and Instagram users. All reviewed studies examined the communication characteristics, such as linguistic properties, and social networks of problematic drug use–related communications on social media. The mechanisms and predictors of such social media communications were not directly examined or empirically identified in the reviewed studies. The psychological or behavioral consequence (eg, increased behavioral intention for mimicking risky health behaviors) of engaging with and being exposed to social media communications regarding problematic drug use was another area of research that has been understudied.

Conclusions

We offer theoretical applications, ethical considerations, and empirical evidence within the scope of social media communication and prescription drug abuse and addiction. Our critical review suggests that social media big data can be a tremendous resource to understand, monitor and intervene on drug abuse and addiction problems.

The Audacity of Engagement: Hearing Directly from Young Adults with Cancer on Their Attitudes and Perceptions of Cancer Survivorship and Cancer Survivorship Research

BACKGROUND

Young adult (YA) cancer survivors have been historically under-represented in cancer survivorship research, which has contributed to more disparate health outcomes compared with young and older cancer survivors. Using qualitative methods, this study explored YAs' perceptions of cancer survivorship and identified YA-specific barriers and preferences for participation in cancer survivorship research.

METHODS

Individual interviews and focus groups were conducted with YA cancer survivors (N = 19) attending a patient-focused oncology conference. Grounded theory methodology guided analyses by using an inductive data-driven approach to thematic content analysis.

RESULTS

Participants averaged 33 years old (standard deviation [SD] = 5.5), were 10 years postdiagnosis (SD = 2.3), and were primarily female (79%). Key cancer survivorship topics included adjusting to a "new normal," staying connected with cancer peers, and dealing with post-treatment medical care. Perceptions of YA survivorship research were mixed. YAs appreciated and were optimistic about the potential for benefit from research. Specific barriers for participation included perceptions of research being inaccessible, overwhelming, and frustrating; participation as inconvenient and burdensome; and researchers being viewed with skepticism and mistrust. They recommended: (1) making age-appropriate, patient-focused changes (e.g., language and design of study materials); (2) increasing participants' control, flexibility, and convenience of procedures; and (3) creating a back-and-forth dialogue between YAs and researchers.

CONCLUSION

We assessed YA survivors' perceptions of YA cancer survivorship and research. Communication strategies are needed to address negative perceptions and perceived barriers to research participation. This includes tailoring of dissemination efforts and developmentally targeted implementation of YA priorities into the research process. Age-specific, patient-focused research practices may foster trust within the YA cancer survivor community and improve research participation.

Social media for breast cancer survivors: a literature review

PURPOSE

Social media may offer support to individuals who are navigating the complex and challenging experience of cancer. A growing body of literature has been published over the last decade exploring the ways cancer survivors utilize social media. This study aims to provide a systematic synthesis of the current literature in order to inform cancer health communication practice and cancer survivorship research.

METHODS

Using PRISMA guidelines, four electronic databases were searched to retrieve publications on breast cancer and social media published between 2005 and 2015. The final sample included 98 publications (13 commentaries and reviews, 47 descriptive studies, and 38 intervention studies). Intervention studies were assessed for key features and outcome measures. Studies utilizing content analysis were further evaluated qualitatively.

RESULTS

Online support groups were the most commonly studied platform, followed by interactive message boards and web forums. Limited research focuses on non-Caucasian populations. Psychosocial well-being was the most commonly measured outcome of interest. While social media engagement was assessed, few standardized measures were identified. Content analyses of social media interactions were prevalent, though few articles linked content to health outcomes.

CONCLUSIONS

The current literature highlights the impact and potential utility of social media for breast cancer survivors. Future studies should consider connecting social media engagement and content to psychosocial, behavioral, and physical health outcomes.

IMPLICATIONS FOR CANCER SURVIVORS

Online groups and communities may improve the well-being of breast cancer survivors by providing opportunities to engage with wider social networks, connect with others navigating similar cancer experiences, and obtain cancer-related information. Researchers should consider the potential role of social media in addressing the unmet needs of breast cancer survivors, and particularly the implications for clinical and public health practice.

Cancer Center Website Rankings in the USA: Expanding Benchmarks and Standards for Effective Public Outreach and Education

The 68 National Cancer Institute (NCI)-designated comprehensive and cancer centers have been tasked with leading the campaign in the fight against cancer, as well as providing education and outreach to the public. Therefore, it is important for these organizations to have an effective online presence to disseminate information and engage patients. The purpose of this study was to assess both the functionality and usability of cancer centers' websites. The 68 center web domains were evaluated using two separate but complementary approaches. First, a webcrawler was used to score each website on five dimensions: accessibility, content, marketing, technology, and usability. Rankings on each dimension and an average ranking were calculated for all 68 centers. Second, a three-reader system was used to determine a list of all functionalities present on the websites. Both webcrawler scores and functionality prevalence were compared across center type. No differences were observed in webcrawler scores between comprehensive and cancer centers. Mean scores on all dimensions ranged between 5.47 and 7.09. For the functionality assessment, 64 unique functions were determined and categorized into 12 domains, with the average center possessing less than 50 % of the functions. This census assessment of NCI centers' websites suggests the need for improvement to capitalize on new dissemination platforms available online. Progress in development of this technology can help achieve the goals of public education and outreach to a broad audience. This paper presents performance guidelines evaluated against best-demonstrated practice to facilitate social media use improvement.

Screening and Early Detection of Lung Cancer

OBJECTIVE

To review current risk factors for lung cancer, identify screening and early detection guidelines while describing new approaches that use genomic technologies.

DATA SOURCES

Published scientific literature, clinical literature, and published lung cancer screening guidelines from the United States and Canada.

CONCLUSION

Nurses are caring for lung cancer patients who, historically, do not live for long periods after diagnosis. Research is revealing promising screening methodologies that can detect lung cancer 1 to 4 years earlier than the current approaches.

IMPLICATIONS FOR NURSING PRACTICE

Current knowledge about screening for lung cancer is a vital tool for nurses working with persons at high risk for this potentially aggressive and life-threatening malignancy. While old methods remain the standard of care, new detection methods use a variety of genomic-based technologies. These developing approaches emphasize the need for nurses at all levels of practice to have a working knowledge of genetics to educate patients and conference with colleagues.

A Picture Really is Worth a Thousand Words: Public Engagement with the National Cancer Institute on Social Media

The National Cancer Institute (NCI) provides pertinent information about cancer prevention, treatment, and research advancements that is considered objective and accurate. NCI's presence on social media is an example of a growing effort in promoting and facilitating audience engagement with evidence-based information about health and cancer. However, it is unknown what strategies are most effective for engaging audiences via this communication platform. To evaluate this important question, we analyzed data on posts, associated comments, and meta-data from official NCI Facebook page between July 2010 and February 2015 (end of data collection). Results show that audience engagement is associated with the format of cancer-related social media posts. Specifically, posts with photos received significantly more likes, comments, and shares than videos, links, and status updates. The findings have important implications for how social media can be more effectively utilized to promote public engagement with important public health issues.

Social Networks Across Common Cancer Types: The Evidence, Gaps, and Areas of Potential Impact

Although the association between social context and health has been demonstrated previously, much less is known about network interactions by gender, race/ethnicity, and sociodemographic characteristics. Given the variability in cancer outcomes among groups, research on these relationships may have important implications for addressing cancer health disparities. We examined the literature on social networks and cancer across the cancer continuum among adults. Relevant studies (N=16) were identified using two common databases: PubMed and Google Scholar. Most studies used a prospective cohort study design (n=9), included women only (n=11), and were located in the United States (n=14). Seventy-five percent of the studies reviewed used a validated scale or validated items to measure social networks (n=12). Only one study examined social network differences by race, 57.1% (n=8) focused on breast cancer alone, 14.3% (n=2) explored colorectal cancer or multiple cancers simultaneously, and 7.1% (n=1) only prostate cancer. More than half of the studies included multiple ethnicities in the sample, while one study included only low-income subjects. Despite findings of associations between social networks and cancer survival, risk, and screening, none of the studies utilized social networks as a mechanism for reducing health disparities; however, such an approach has been utilized for infectious disease control. Social networks and the support provided within these networks have important implications for health behaviors and ultimately cancer disparities. This review serves as the first step toward dialog on social networks as a missing component in the social determinants of cancer disparities literature that could move the needle upstream to target adverse cancer outcomes among vulnerable populations.

From early detection to rehabilitation in the community: reading beyond the blog testimonies of survivors' quality of life and prostate cancer representation

Background

Survivors’ testimonies can reveal much about men’s experiences of prostate cancer and impacts on their quality of life (QOL) during the clinical trajectory of the disease. These survivors’ shared thoughts and views were hypothesized to reflect salient features of their lived social representation of prostate cancer.

Context

We explored the content of testimonies posted by men to a public blog hosted by a French national prostate cancer patients’ association. The study question, “What do French bloggers’ testimonies reveal about their lived experiences with prostate cancer, especially regarding their quality of life in community settings, that underpin their social representation of prostate cancer?” guided the exploration and analysis of the textual data. The aims were to better understand men’s experiences and predominant thoughts and views, to elucidate patients’ behaviours, and to enlighten medical policy and practice.

Purpose

Explore issues of QOL as reported by French prostate cancer survivors in a public blog by: (a) identifying the salient aspects and issues of the experience of living with prostate cancer from the perspective of survivors; and (b) analyzing the content in the posted testimonies regarding perceived and lived impacts of prostate cancer on QOL.

Methods

A critical ethnographic study guided the selection of textual data from 196 male bloggers’ testimonies about prostate cancer posted in the period from 2008 to 2013. Media content analysis method was undertaken on blog testimonies, framed by a multidimensional conceptual framework of QOL.

Results

Testimonies focused mainly on medical care and rehabilitation, recovery, health education and self-care, as well as on a global vision of prostate cancer and its impacts on personal views of manhood and masculinity. The language used indicated that political, educative and compassionate discourses were intertwined to create a complex representation of the experience and effects of prostate cancer; this multi-faceted representation can inform the public and professional debate about men’s capacity to provide emotional support and problem-solve within a community of interest.

Conclusion

Findings, while based on data limited to mostly one-time entries to a French blog, contribute to understanding a unique, collective expression of men’s lived experiences of prostate cancer. These anonymous survivors shared their varied reactions, ways of coping, and thoughts on needed change.

A Time Series Analysis of Cancer-Related Information Seeking: Hints From the Health Information National Trends Survey (HINTS) 2003-2014

Recent technological changes, such as the growth of the Internet, have made cancer information widely available. However, it remains unknown whether changes in access have resulted in concomitant changes in information seeking behavior. Previous work explored the cancer information seeking behaviors of the general population using the 2003 Health Information National Trends Survey (HINTS). This article aims to reproduce, replicate, and extend that existing analysis using the original dataset and five additional iterations of HINTS (2007, 2011, 2012, 2013, 2014). This approach builds on the earlier work by quantifying the magnitude of change in information seeking behaviors. Bivariate comparison of the 2003 and 2014 data revealed very similar results; however, the multivariate model including all years of data indicated differences between the original and extended models: individuals age 65 and older were no longer less likely to seek cancer information than the 18-35 reference population, and Hispanics were also no longer less likely to be cancer information seekers. The results of our analysis indicate an overall shift in cancer information seeking behaviors and also illuminate the impact of increased Internet usage over the past decade, suggesting specific demographic groups that may benefit from cancer information seeking encouragement.