Methods for Analyzing the Contents of Social Media for Health Care: Scoping Review

Journal of Medical Internet Research, Journal Year: 2023, Volume and Issue: 25, P. e43349 - e43349

Published: May 30, 2023

Given the rapid development of social media, effective extraction and analysis contents media for health care have attracted widespread attention from providers. As far as we know, most reviews focus on application there is a lack that integrate methods analyzing information care.This scoping review aims to answer following 4 questions: (1) What types research been used investigate care, (2) what analyze existing (3) indicators should be applied collect evaluate characteristics (4) are current problems directions care?A Preferred Reporting Items Systematic Reviews Meta-Analyses guidelines was conducted. We searched PubMed, Web Science, EMBASE, Cumulative Index Nursing Allied Health Literature, Cochrane Library period 2010 May 2023 primary studies focusing care. Two independent reviewers screened eligible against inclusion criteria. A narrative synthesis included conducted.Of 16,161 identified citations, 134 (0.8%) were in this review. These 67 (50.0%) qualitative designs, 43 (32.1%) quantitative 24 (17.9%) mixed designs. The classified based aspects: manual (content methodology, grounded theory, ethnography, classification analysis, thematic scoring tables) computer-aided (latent Dirichlet allocation, support vector machine, probabilistic clustering, image topic modeling, sentiment other natural language processing technologies), categories contents, areas (health practice, services, education).Based an extensive literature review, investigated determine main applications, differences, trends, problems. also discussed implications future. Traditional content still mainstream method content, future may combined with big data research. With progress computers, mobile phones, smartwatches, smart devices, sources will become more diversified. Future can combine new sources, such pictures, videos, physiological signals, online networking adapt trend internet. More medical talents need trained better solve problem network analysis. Overall, useful large audience includes researchers entering field.

Language: Английский

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The pregnant moms’ empowerment program – Mexico enhances mental health for women exposed to intimate partner violence: a pilot randomized controlled trial

Archives of Women s Mental Health, Journal Year: 2025, Volume and Issue: unknown

Published: Jan. 21, 2025

Language: Английский

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Exploring the Use of Social Media for Activism by Mexican Nongovernmental Organizations Using Posts From the 16 Days of Activism Against Gender-Based Violence Campaign: Thematic Content Analysis

JMIR Infodemiology, Journal Year: 2025, Volume and Issue: 5, P. e67368 - e67368

Published: April 17, 2025

Background In the past decade, hashtag feminism has emerged in Mexico as a prevalent strategy to build social movements against gender-based violence (GBV). For example, during global “16 Days of Activism Against GBV” campaign held between November 25 and December 10 each year, Mexico-based nongovernmental organizations (NGOs) turn X (formerly known Twitter) share messages. Despite this prevalence, there is limited research on type information shared by these NGO activists media public’s engagement with Objective This study aims explore themes covered Mexican NGOs examine what types messages related GBV potentially resonated more public. Methods We collated reviewed posts (commonly tweets) published Spanish platform 2020, 2021, 2022, period when digital interactions increased COVID-19 pandemic. then extracted using following 4 hashtags: #16días, #16DiasdeActivismo, or #16DíasdeActivismo; #25N #25Noviembre; #DiaNaranja #DíaNaranja; #PintaElMundoDeNaranja. subsequently assessed number likes post had retained top 200 from year highest likes. used iterative content analysis process inductive 6-step qualitative thematic method NVivo software code analyze final 600 posts. Results Five 16 campaigns, covering both knowledge-sharing activism-generating follows: (1) activism how be an activist, (2) most commonly highlighted posts, (3) changing public discourse surrounding GBV, (4) violation human rights, (5) pandemic’s impact GBV. Most exclusively mentioned women younger girls, while few included adolescents. Gaps representation vulnerable populations were also found. Conclusions The that highly liked reflect some significant societal issues currently present country. Our results could help guide further campaigns. Still, needed understand population reach campaigns translate into online offline platforms.

Language: Английский

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Quarter-Life Crisis: Spiritual Well-Being as a Mediator in the Relationship Between Emotion Regulation, Social Support, Religious Activities, and Quality of Life

The Open Psychology Journal, Journal Year: 2025, Volume and Issue: 18(1)

Published: April 28, 2025

Aims This research aims to analyze the role of spiritual well-being in shaping quality life by employing a model based on framework psychological theory. Background The transition into early adulthood often brings about periods uncertainty known as quarter-life crisis, marked challenges education, career, and social responsibilities. Identifying factors that enhance Quality Life (QoL) is essential for supporting individuals successfully managing these challenges. Objective study investigated how mediates relationship between emotional regulation, support, religious activities, QoL during period. Methods Using correlational quantitative design convenience sampling, we collected data from 255 participants aged 20-30 years using sampling. We analyzed structural equation Modelling (SEM) with measures adapted Indonesian context: Spiritual Well-Being Scale (SWBS), Emotion Regulation Scale, Multidimensional Perceived Social Support (MPSS), Short Form Health Survey (SF-36), Religious Activities Scale. Results results showed activities significantly influenced QoL, highlighting their importance positive perceptions Discussion confirms promoting life. Participants who perceived being enhanced through implementation demonstrated intentions aligned well-being. Conclusion It can be concluded there empirical evidence mediating intricate Emotional Regulation, Support, among crisis. findings our achieved effectively internalization process.

Language: Английский

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Postpartum depression in adolescent mothers before and during COVID-19 and the role of self-esteem, maternal self-efficacy, and social support

Salud Mental, Journal Year: 2024, Volume and Issue: 47(1), P. 23 - 33

Published: Jan. 31, 2024

Introduction. Although the COVID-19 pandemic negatively impacted mental health of vulnerable populations, such as adolescent mothers, very few studies have documented prevalence postpartum depression (PPD) in this population. Objective. a) Determine frequency PPD (Edinburgh Postnatal Depression Scale [EPDS] ≥ 9) mothers before (AM-BP) and during (AM-DP) pandemic, b) Examine psychosocial factors (self-esteem, maternal efficacy, social support, anxiety pregnancy, planned wanted pregnancy) AM-BP AM-DP, c) whether being an AM-DP was a significant factor for experiencing (EPDS 9). Method. Cross sectional study. Subjects: Forty-one recruited at Health Centers interviewed face to forty-one surveyed online. Results. 42% (p = .001) more frequent AM-DP. The groups differed significantly all factors, with faring worse. Unadjusted regressions showed that having lower efficacy self-esteem, greater dissatisfaction and/or pregnancy increased Adjusted multiple analysis indicated self-esteem only maintain its association 9; p .017). Discussion conclusion. affected compared AM-BP, main associated In situations extreme stress happened should be prioritized prevent negative effects PPD. preventive treatment interventions consider strengthening self-esteem.

Language: Английский

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The Factors Influencing Pregnant Women’s Selection of Media Sources to Obtain Information on COVID-19 in Japan in 2021

Vaccines, Journal Year: 2023, Volume and Issue: 11(4), P. 805 - 805

Published: April 6, 2023

Pregnant women presumably gather information about the coronavirus disease 2019 (COVID-19) from various sources. However, it is difficult for pregnant who are not medical professionals to source appropriate because of infodemic related COVID-19 pandemic. Therefore, objective our study was investigate how gathered and vaccination. To address this issue, we conducted an online questionnaire survey between 5 October 22 November 2021, which approved by Ethics Committee Nihon University School Medicine. We received 4962 responses after excluding 1179 insufficient answers. Our found that age, occupation, infection-risk anxiety influenced selection media obtaining information. were older, professionals, public servants, or educators tended rely on specialized websites, whereas housewives use mass media, social sources with uncertain scientific evidence. Additionally, number weeks gestation method conception (natural assisted reproductive conception) affected media. The accessibility determined their background pregnancy status. need continue making efforts ensure readily available families.

Language: Английский

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The Emotional Experience of Mexican Women with SARS-CoV-2 during Pregnancy—A Qualitative Study

Published: Sept. 5, 2023

Pregnant women have been considered a high-risk group for SARS-CoV-2 infection; the impact of disease on health mother and her child is still being studied. The emotional pandemic pregnant has extensively Emotional distress proposed as perspective to explain manifestations during this stage something common rather than pathological. objective study was know experience who tested positive towards end their pregnancy, first second waves COVID in Mexico. A qualitative carried out: 18 with were interviewed. thematic analysis data performed, resulting three main themes 14 subthemes. COVID-infected mothers-to-be experienced mild moderate distress. It more intense those comorbidities. This aggravated obstetrical complications comorbidities, well postpartum. appeased by both perception medical care social support. requires accompaniment reduce its impact.

Language: Английский

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Percepciones de matronas de Atención Primaria sobre el uso de la telemedicina durante la pandemia COVID-19 en España

Enfermería Clínica, Journal Year: 2023, Volume and Issue: 33(6), P. 380 - 390

Published: Oct. 26, 2023

Explorar las experiencias de matronas/es atención primaria salud (APS) con la implementación telemedicina en al embarazo y puerperio durante pandemia por COVID-19. Estudio cualitativo exploratorio basado análisis contenido inductivo 15 entrevistas semiestructuradas realizadas a APS 2021-2022, seleccionadas intencionalmente cuatro comunidades autónomas españolas. Resultados Se identificaron cinco categorías: 1) cambios modalidad el puerperio: priorización mujeres embarazadas, desprotegido, aumento visitas domiciliarias declive los grupos educación parental; 2) un escenario cambiante: lado positivo negativo telemedicina; 3) reacción ante 4) estrategias implementadas matronas para cuidado humanizado, 5) aprendizajes futuro. El uso parte posibilitó embarazadas puérperas España. Los aspectos positivos puesta marcha este tipo plantean posibilidades cambio hacia formato híbrido sanitaria. To explore the experiences of primary healthcare (PHC) midwives with implementation telemedicine in pregnancy and puerperium care during COVID-19 pandemic. Exploratory qualitative study based on an inductive content analysis semi-structured interviews intentionally selected PHC four Spanish Autonomous Regions, 2021-2022. Five categories were identified: (1) changes modality puerperium: prioritization pregnant women, unprotected puerperium, increase home visits decline parental education groups; (2) changing scenario: positive negative side telemedicine; (3) reaction women to (4) strategies implemented by for humanized care, (5) learning future. The use enabled postpartum pandemic Spain. aspects this type raise possibilities change towards hybrid format healthcare.

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The Impact of The Covid-19 Pandemic of Women Work From Home in Malaysia

International Journal of Academic Research in Business and Social Sciences, Journal Year: 2024, Volume and Issue: 14(1)

Published: Jan. 12, 2024

The Covid-19 pandemic has a psychological impact on women working from home after facing various challenges in order to meet the demands of work and responsibilities. Among faced by is point view such as fatigue due insufficient time completing tasks given employer. In addition, workload also affects imbalance managing emotions. This article examines (WFH) during pandemic. study uses qualitative design. Analysis research findings based interview data through Round Table Discussion. show that who have heavy physical mental view, quality work, social network religious support, economic, education living. found health must be emphasized balance responsibilities bear. Therefore, this needs further improved so Malaysia remains stable.

Language: Английский

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COVID-19 Public Health Restrictions and New Mothers’ Mental Health: A Qualitative Scoping Review

Qualitative Health Research, Journal Year: 2024, Volume and Issue: 34(14), P. 1456 - 1471

Published: July 20, 2024

Public health restrictions to protect physical during the COVID-19 pandemic had unintended effects on mental health, which may have disproportionately affected some potentially vulnerable groups. This scoping review of qualitative research provides a narrative synthesis new mothers' perspectives their through pregnancy postpartum period. Database searches in PubMed, CINAHL, and PsycINFO sought primary studies published until February 2023, focused self-perceived (

Language: Английский

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