Emma Mirza Wati Mohamad’s research while affiliated with Hospital Universiti Kebangsaan Malaysia (HUKM) and other places

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Publications (21)


PRISMA flow diagram of study selection process.
Funnel plot.
Forest plot according to random effects model (Eide et al., 2018; He et al., 2020; Lambert et al., 2022; Throuvala et al., 2020; Wolf, 2016).
Am I Happier Without You? Social Media Detox and Well-Being: A Meta-Analysis of Randomized Controlled Trials
  • Literature Review
  • Full-text available

March 2025

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49 Reads

Yuyang Liu

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Emma Mirza Wati Mohamad

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Yunpeng Tan

With the penetration of social media into all aspects of people’s lives, there is a growing trend of social media detox (taking a short break from social media). Although social media detox (SMD) has been theorized to influence well-being, vibrant research on this issue presents mixed results. This raises the question of whether SMD has positive or negative effects on well-being, calling for a synthesis of empirical evidence to determine if engaging in SMD can improve well-being. Systematic review and meta-analysis were conducted to synthesize evidence on the relationship between SMD and well-being from randomized controlled trials (RCTs). A total of 20 RCTs and 56 effect sizes (positive indicators of well-being k = 33; negative indicators of well-being k = 23) were analyzed. The meta-analysis findings using random effects showed that there was a positive and small effect of SMD on well-being, including positive indicators and negative indicators. The results of the moderating analysis showed that there was heterogeneity in the relationship between SMD and well-being caused by cultural background. Moreover, intervention duration moderated the relationship between SMD and negative indicators of well-being. This meta-analysis allows for an integration of conclusions from past studies and establishes a clearer understanding of the relationship between SMD and well-being.

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Inclusion and Exclusion Criteria
The theme and the sub-theme of included articles
How Social Media Influences The Health Narratives in the Context of SDGs:a Systematic Literature Review

February 2025

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52 Reads

Journal of Lifestyle and SDGs Review

Objective: This study systematically reviews the influence of social media on health narratives in the context of Sustainable Development Goals (SDGs), focusing on its impact on individual behaviors, public health communication, and emotional support. Method: This study conducted a systematic literature review following PRISMA guidelines, using thematic analysis to identify key trends and insights regarding the influence of social media on health narratives. Results and Discussion: The review found that qualitative research is most effective for exploring social media’s influence on health narratives. Patient narratives were the most common form of discourse, primarily on public platforms. Social media facilitates diverse storytelling, new interactions, and challenges traditional health perspectives. It enhances emotional support, influences health decisions, raises awareness, and alters doctor-patient communication. These findings highlight the role of social media in advancing SDGs related to health and well-being, particularly in promoting digital health literacy. Research Implications: The study underscores the need for ongoing research into social media’s long-term impact on health narratives, focusing on misinformation and strategies to leverage social media for improved health outcomes, aligning with SDGs like good health and well-being. Originality/Value: This review offers a unique perspective on social media’s role in health narratives, linking it to SDGs. It highlights how social media can promote health literacy, support emotional well-being, and contribute to achieving SDG targets related to health, innovation, and digital equity.


A Bibliometric Analysis of Ehealth Literacy: Evaluating Approaches to Promote Health and Well-Being in the Context of SDGs

September 2024

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63 Reads

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2 Citations

Journal of Lifestyle and SDGs Review

Objective: This study aims to track the current research progress in the field of eHealth literacy by conducting a bibliometric analysis, focusing on trends and developments, particularly during and after the COVID-19 pandemic. Method: A bibliometric analysis was employed to examine the publication trends, key contributors, and predominant research topics within the eHealth literacy domain. Performance analysis and science mapping techniques were used to provide a comprehensive overview of the field. Results and Discussion: The analysis revealed significant publication trends, identified leading contributors to the field, and highlighted key research topics that have emerged. The study visualizes the entire phase of the COVID-19 pandemic, offering insights into how the pandemic has influenced research directions in eHealth literacy. Research Implications: By providing a macroscopic perspective, this study fills gaps left by traditional literature reviews, presenting a more complete picture of the field. The findings also suggest future research directions as the impact of the pandemic on eHealth literacy continues to evolve. Originality/Value: This study presents the first bibliometric analysis of research on eHealth literacy during the COVID-19 pandemic, offering a rigorous review of the latest advancements in the field. By examining emerging trends, the study highlights the critical role of emerging technologies in enhancing eHealth literacy. Furthermore, it provides practical insights into promoting health and well-being through sustainable digital solutions, contributing to the achievement of the Sustainable Development Goals (SDGs), particularly those related to health and innovation.


Validation and usability of SeDAR e-health video for enhancing cervical cancer screening

September 2024

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64 Reads

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Emma Mirza Wati Mohamad

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[...]

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Background The cervical cancer (CC) incidence rate is increasing among young women aged <50 years despite early screening is proven effective. Electronic health (e-health) has great potential for disseminating health education. Methods This study validated a newly developed e-health tool “SeDAR®” and assessed its usability via evaluations by health experts (HE), media experts (ME), and women. The SeDAR® content was developed based on protection motivation theory (PMT) using the nominal group technique and in-depth interviews that involved HE and women, respectively. Content validation was performed among the HE (n = 12) and ME (n = 5) using the content validation index (CVI) to identify their agreement. Subsequently, the Video Engagement Scale (VES®) was used to validate SeDAR® among women of different ethnicities (n = 11) to achieve ecological validity. The experts and women also commented on the presentation of the video. Results The validation yielded a good CVI among the HE (scale-level CVI-average [SCVI/Ave] = 0.986; scale-level CVI-universal agreement [SCVI/UA] = 0.900) and ME (SCVI/Ave = 0.979, SCVI/UA = 0.897). The highest VES® score [mean (±SD) = 92.90(±3.46)] proved the ecological validity of SeDAR®. The experts’ feedback established that SeDAR® conveyed a clear message about awareness of performing CC screening and was suitable for public viewing. The women considered SeDAR® easy to understand, and it advised early exposure for early CC screening. Conclusions SeDAR® was valid and could constitute an important e-health tool to improve motivation and uptake of CC screening.


Social Media and eHealth Literacy Among Older Adults: Systematic Literature Review (Preprint)

September 2024

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64 Reads

BACKGROUND The advent of social media has significantly transformed the realm of health communication and the health-related actions of elderly individuals, therefore offering both obstacles and prospects for older folks to embrace eHealth developments. OBJECTIVE This study aims to investigate the correlation between social media and eHealth literacy in older individuals, as well as the factors that influence older persons' utilization of social media to enhance their eHealth literacy. METHODS Utilizing predetermined keywords and inclusion criteria, the researchers conducted a search on Scopus, Web of Science, and PubMed for English-language journal articles published from 2000 to 2024, following the PRISMA principles. Two separate reviewers conducted a cross-analysis of the chosen papers, and a third reviewer was specifically included to resolve any contradictions. RESULTS A total of 16 papers that satisfied the defined criteria were finally included. 7 papers evaluated the effect of social media on the eHealth literacy of older individuals. 3 articles assessed the influence of older adults' eHealth literacy on their social media usage, while 4 articles investigated the interaction between the two. The study found four theme dimensions that impact the utilization of social media by older individuals to enhance their eHealth literacy: (1) individual factors, including older adults’ inadequate digital skills (n=7) and age (n=3); (2) interpersonal factors, involving social support; (3) institutional/organizational factors, including misinformation on social media (n=7) and privacy and security (n=1); and (4) social factors, including social media penetration (n=8) and cultural norms and values (n=1). CONCLUSIONS Social media and older adults’ eHealth literacy influence and interact with each other. Social media positively affects older adults’ eHealth literacy, and older adults’ eHealth literacy in turn affects older adults’ performance of health behaviors on social media. The review affirms that social media has a significant capacity to improve eHealth among older persons, and it is advisable to encourage the expanding usage of social media by older individuals to access health information and services in the next few years. In the context of eHealth literacy, it is imperative to place additional emphasis on digital literacy and critical health literacy among older persons when determining the content weighting.


Social Media and eHealth Literacy among Older Adults: A Systematic Literature Review (Preprint)

September 2024

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4 Reads

Journal of Medical Internet Research

Background The advent of social media has significantly transformed health communication and the health-related actions of older adults, offering both obstacles and prospects for this generation to embrace eHealth developments. Objective We aimed to investigate the correlation between social media and eHealth literacy in older individuals and answer four research questions: (1) What are the specific social media behaviors (including general use behaviors and health behaviors) of older adults on social media? (2) How do these behaviors impact their eHealth literacy? (3) How does eHealth literacy influence older adults’ social media behaviors? and (4) What factors influence older adults’ use of social media for health-related purposes? Methods Using predetermined keywords and inclusion criteria, we searched Scopus, Web of Science, and PubMed databases for English-language journal articles published from 2000 to 2024, following the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) principles. The initial search identified 1591 publications, and after removing duplicates, 48.21% (767/1591) of publications remained. Ultimately, 1% (16/1591) of studies met the inclusion criteria. A research question–driven manual qualitative thematic analysis was conducted, guided by the categorization of social media use behaviors, the definition of eHealth literacy, and the social-ecological model to provide direction for coding and thematic analysis. In addition, attention was given to identifying unanticipated behaviors or phenomena during the coding process, and these were subsequently incorporated into the analytical framework. Results The results indicated that older adults’ general social media use behaviors are primarily characterized by social media preferences, with 2 subthemes identified. Their social media health behaviors revealed 5 main themes and 14 subthemes. Among the primary themes, health information behavior appeared most frequently (12/16, 75%), followed by self-management (8/16, 50%). Other themes included health decision-making (4/16, 25%), telemedicine (3/16, 19%), and health interventions (2/16, 13%). Cross-thematic analysis confirmed that older adults’ social media use behaviors and their eHealth literacy had a reciprocal relationship. Finally, the study revealed that the use of social media to improve eHealth literacy among older adults was influenced by individual, interpersonal, institutional or organizational, and social factors. Conclusions The reciprocal relationship between older adults’ social media use and eHealth literacy highlights the importance of establishing a long-term positive mechanism that mutually reinforces social media health practices and eHealth literacy. Based on the findings, this review proposes key directions for efforts to achieve this goal: (1) leveraging postpandemic momentum to enhance eHealth literacy among older adults through social media, (2) reconsidering the dimensions of eHealth literacy among older adults in the context of Web 2.0, (3) actively developing age-friendly integrated social media health service platforms, (4) optimizing social media for engaging and reliable health information for older adults, and (5) integrating social support systems to foster lifelong eHealth learning for older adults.


Characteristics of participants in nominal groups and in-depth interview.
Understanding cervical cancer screening motivations from women and health practitioners’ perspectives: A qualitative exploration

February 2024

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68 Reads

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3 Citations

Gynecologic Oncology Reports

Purpose Cervical cancer (CC) screening remains challenging, where the motivational focus towards utilizing CC screening services is rarely highlighted. This study aimed to understand the motivation to undergo CC screening from women and healthcare practitioners’ perspectives based on Protection Motivation Theory (PMT). Method This qualitative study used the nominal group technique (NGT) and in-depth interview (IDI), where the NGT participants were healthcare practitioners from various disciplines (n = 12). Nominal group discussions were conducted via Zoom and involved one moderator, facilitator and observer. The IDI was conducted via Google Meet among seven women who had been included based on purposive sampling. All nominal group discussions and interviews were transcribed, verbatim and underwent deductive thematic analysis. Results Healthcare practitioners emphasized input on CC knowledge of epidemiology, risk, etiology, nature, and outcome to encourage motivation. Women underlined their important role in the family, and reducing the negative perception as a motivational focus. Having living example of witnessing the CC patient dying and fear of stigma of cancer could be the driven force to undergo screening. Emphasis on the important of sufficient knowledge and correct the misconceptions towards screening could impart the motivation among women. Conclusions The motivational focus was enriched by the differing perspectives of the healthcare practitioners and women. The findings can guide intervention program development towards enhancing CC screening in the future.




Stigmatizing Monkeypox and COVID-19: A Comparative Framing Study of The Washington Post’s Online News

February 2023

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44 Reads

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12 Citations

Background: Stigma relating to health can result in a broad range of vulnerabilities and risks for patients and healthcare providers. The media play a role in people's understanding of health, and stigma is socially constructed through many communication channels, including media framing. Recent health issues affected by stigma include monkeypox and COVID-19. Objectives: This research aimed to examine how The Washington Post (WP) framed the stigma around monkeypox and COVID-19. Guided by framing theory and stigma theory, online news coverage of monkeypox and COVID-19 was analyzed to understand the construction of social stigma through media frames. Methods: This research used qualitative content analysis to compare news framings in The Washington Post's online news coverage of monkeypox and COVID-19. Results: Using endemic, reassurance, and sexual-transmission frames, The Washington Post predominantly defined Africa as the source of monkeypox outbreaks, indirectly labeled gays as a specific group more likely to be infected with monkeypox, and emphasized that there was no need to worry about the spread of the monkeypox virus. In its COVID-19 coverage, The Washington Post adopted endemic and panic frames to describe China as the source of the coronavirus and to construct an image of panic regarding the spread of the virus. Conclusions: These stigma discourses are essentially manifestations of racism, xenophobia, and sexism in public health issues. This research confirms that the media reinforces the stigma phenomenon in relation to health through framing and provides suggestions for the media to mitigate this issue from a framing perspective.


Citations (10)


... This kind of reviews have been conducted across disciplines such as health and social science (Lima & Ribeiro, 2023;Zhang et al., 2024)This approach includes Ishak, H., Matore, M., E., E., M., Nor, H., A., M. (2025) Bibliometric Analysis of Adaptive Behavior Research: Advancing Sustainable Development Goals (SDGs) for Children with Disabilities not only basic descriptive statistics such as the journals of publication, year of publication, and categorization of primary authors but also more advanced methodologies like document co-citation analysis (Wu & Wu, 2017). To conduct a thorough literature review, build a bibliography, and obtain dependable outcomes, a process of selecting appropriate keywords, searching the literature, and analyzing the findings is essential (Fahimnia et al., 2015). ...

Reference:

Bibliometric Analysis of Adaptive Behavior Research: Advancing Sustainable Development Goals (SDGs) for Children with Disabilities
A Bibliometric Analysis of Ehealth Literacy: Evaluating Approaches to Promote Health and Well-Being in the Context of SDGs

Journal of Lifestyle and SDGs Review

... Cervical cancer is one of the leading causes of cancer deaths in women (1). The age-standardized incidence rates worldwide is 13.1/100,000 women (2). Epidemiological investigations report 445,000 new cases of cervical cancer and 236,000 deaths annually (3), with ~90% of the deaths occurring in developing countries and low and middle income countries (2). ...

Understanding cervical cancer screening motivations from women and health practitioners’ perspectives: A qualitative exploration

Gynecologic Oncology Reports

... Patients, suspected infected people, or specific groups with attributes associated with infectious diseases are prime targets for stigma (30). MSM and people with HIV often perceive and internalize significant stigma from family members, healthcare providers, and community members due to their sexual behaviors. ...

Stigmatizing Monkeypox and COVID-19: A Comparative Framing Study of The Washington Post’s Online News

... A qualitative interview study of five medical doctors who were identified as social media health opinion leaders found that they adopted various communication strategies to enhance effective communication with their followers. These strategies include simplifying the information, providing health orientation, clarifying myths, stimulating interest, and building up the professional image (Chew et al., 2022). This indicates that the general public may need medical experts to "translate" complicated health information into contents that are jargon-free for them. ...

Strategies of Parasocial Opinion Leaders in Using Twitter to Convey Health Messages to Followers

Jurnal Komunikasi: Malaysian Journal of Communication

... 25 E-health interventions effectively increase cervical cancer screening knowledge and uptake in urban and rural areas globally. [26][27][28] For instance, in Tanzania, SMS-based interventions increased cervical cancer screening uptake. 29 Despite improving screening outcomes, the impact of e-health interventions on follow-up adherence to suspicious cervical lesion treatment remains unknown in Africa, especially in Ethiopia. ...

Empirical investigation of e-health intervention in cervical cancer screening: A systematic literature review

... They were closely observing the local government or national governments, and the systems to being responsible for the concurrent problems. In our findings, all these major themes, including 'rejection frame', 'conflict frame', 'public interest', and 'economic frame', were found in the news published by these news outlets (Ju et al., 2023). News angles such as the economic issues due to the virus, how the public got affected, and publicizing the effectiveness of their local vaccine for COVID-19 were strongly framed by them. ...

“Public goods” or “diplomatic tools”: a framing research on Chinese and American media reports regarding Chinese COVID-19 vaccine
  • Citing Article
  • June 2022

Media Asia

... The S-FVI/UA values were not considered in this study because the face validity study only used S-FVI/Ave in evaluating the validity of the questionnaires. Therefore, the face validity of this KAP questionnaires were good and acceptable [32,33]. ...

Translation, Cross-Cultural Adaptation, and Validation of the Malay Version of the Protection Motivation Theory Scale Questionnaire for Pap Smear Screening

... The present study recorded that participants aged 20 years and above had higher chances of acquiring adequate and good knowledge about anemia, its causes, risk factors, and preventive practices. Conversely, a Malaysian Health Literacy Survey showed that Malaysians aged 18-24 years had a higher proportion of limited health literacy compared to Malaysians aged 25-39 years [30]. A German study also indicated that respondents in the youn-gest age group (15-29 years) had lower health literacy scores compared to young adult respondents (30-45 years) [31]. ...

Malaysian Health Literacy: Scorecard Performance from a National Survey

... IRT telah banyak diterapkan dalam komunikasi pemerintah dan sektor korporasi. Contohnya, pemerintah Malaysia menggunakan strategi ini untuk meredakan kekhawatiran publik selama pandemi COVID-19, dengan fokus pada framing media yang efektif (Masngut & Mohamad, 2021). Pemerintah Turki juga menerapkan IRT dalam konteks yang lebih sensitif, seperti peringatan genosida Armenia dan respons terhadap gempa bumi tahun 2023, di mana strategi komunikasi digital membantu memengaruhi opini publik secara cepat dan strategis (Çevik, 2022; Şen, 2023 (Sawalha, 2019;Dardis & Haigh, 2009). ...

COMMUNICATING ABOUT COVID-19 CRISIS: A CONTENT ANALYSIS OF IMAGE REPAIR STRATEGIES BY THE MALAYSIAN GOVERNMENT AND ITS ASSOCIATION WITH PUBLIC OPINION ON SOCIAL MEDIA (Preprint)

Journal of Medical Internet Research

... In Macau, different levels of information disclosure to varying epidemic stages through the government's Facebook have effectively addressed the public health crisis (25). Also, the government's different representations on social media can impact the development of the epidemic, and the government needs to build the trust of the population at the beginning of the epidemic (26). During a public health emergency, people can find a sense of belonging and reduce their anxiety by using social media, podcasts, websites, and other platforms (27). ...

Communicating About COVID-19 Crisis: Content Analysis of Image Repair Strategy by The Malaysian Government and Its Association With Public Opinion on Social Media (Preprint)
  • Citing Preprint
  • February 2021