Social Media Reviews Research Articles

“Don’t you recognize me…?”: Insights From Social Media Posts On The Impact of Alzheimer’s Disease On Care Partners

AbstractBackgroundCaring for someone with Alzheimer’s disease (AD) can have a profound impact on care partners’ wellbeing and daily life. We conducted a social media (SM) review to gain insights into how the impact of AD on care partners is described by persons‐living‐with‐AD (PwADs)/care partners/family members.MethodWeb‐based searches identified SM data from 4 sources: YouTube, Alzheimer’s Association, Alzheimer Society of Canada, and Dementia UK. English‐language SM posts uploaded between May 2011‐May 2021 shared by PwADs/care partners/family members were included in the review if posts discussed the impact of AD on care partners. SM data were analyzed thematically.ResultOf 279 SM posts identified, 55 met the review criteria (21 blog posts, 21 videos, 13 comments). The 55 posts were shared by 70 contributors (4 PwADs and 66 PwAD care partners/family members) who discussed self‐reported/observed impacts of AD on care partners and family members. Notable areas affected included psychological and emotional well‐being (n = 53, 75.7%); a profound theme raised was the emotional distress and sadness (n = 24; 34.3%) associated with the care partners’ experience of ‘living bereavement’; i.e., the gradual psychological receding of a loved one prior to their passing. Care partner emotional distress was also exacerbated by the PwAD’s AD‐related symptoms such as altered behaviour and memory loss. Contributors also reported impacts on care partner, overall health‐related‐quality‐of‐life (n = 27, 38.6%), daily life (n = 9, 12.9%), work and employment (n = 8, 11.4%) and physical health (n = 5, 7.1%). Prioritisation of patient care had long‐term consequences for care partners such as diminished personal wellbeing, family and personal sacrifices including loss of employment and unanticipated financial burden.ConclusionSM research provides a unique approach to explore the experiences and challenges associated with caring for someone with AD potentially not captured through traditional research methods. Insights from SM data emphasized the burden of ‘living bereavement’ for care partners and the subsequent need for improved coping strategies/interventions to enable care partners to better manage this phenomenon. The care partners’ candid posts provided valuable insights on the psychological, social, and financial impairments associated with becoming a care partner, which require further investigation.

THE MISUSE OF SOCIAL MEDIA AS A CAUSE OF DIVORCE AT THE MAJENE RELIGIOUS COURT (STUDY OF FIQH AND SOCIAL MEDIA)

ABSTRACT
 Misuse of social media is one of the leading causes of divorce in the digital era. This research is aiming at determining the misuse of social media that causes divorce in the study of jurisprudence and social media. This research applies a qualitative descriptive type of research is sourced from interviews with judges at the Majene Religious Court, relevant books and articles. The results of the research show that social media is one of the platforms that causes a husband or wife to become nusyuz (disobedience) which can be shown by a change in the partner's attitude (infidelity) which then continues to become shiqaq which is a dispute between the couple, while in the study of social media, there is a relationship between cognitif dissonnance theory and virtual space that can cause divorce if the elements of attitude, perception and behaviour are not interconnected. This research provides to knowledge in relation to the impact of misuse of social media which results in divorce from a review of Islamic law and social media
 

How Social Media Reviews and Perceived Value Affects the Purchase Intention of Beauty Products


 
 
 This research was conducted with the aim of analyzing the green economy transition in tourism, especially tourist villages, whether it is able to provide inspiration or actually prevent an increase in people's income in conditions of the COVID-19 shock. The research was carried out in tourist villages in West Java and Lampung Provinces. This study found thatthe transition of a tourist village with the concept of green economy has a strong influence in increasing the income of rural tourism communities in conditions of the COVID-19 shock, this is due to the fact that the green economy concept encourages the utilization of natural resources and environmental preservation, this will ensure a sustainable attraction for tourists which in turn can increase revenue.
 Keywords: COVID-19; green economy; tourism village.
 
 

Sentiment Analysis for Detecting Scammer on Social Media: A Review

Nowadays, social media become a part of human daily routine. It is a common routine for people to share their activities, feelings and information using social media. They feel it is easy to connect using social media. This trend has become a daily routine for many people. This situation attracts scammers to find their victims on social media. Sentiment analysis is one method that can prevent scammers' activities by analysing text contents such as social media posts, reviews and comments. A few techniques can be considered for developing sentiment analysis. The data, environment and situation are elements that developers should study before deciding the techniques to be used for developing sentiment analysis.

Investigating the dynamicity of sentiment predictors in urban green spaces: A machine learning-based approach

Urban green spaces (UGSs) are known to promote psychological restoration. However, most traditional studies measure this effect statically using preset assumptions or scenarios, and tend to neglect factors’ varied effect under different conditions. In this study, we investigated the dynamicity of UGS-related factors on human sentiment under different UGS sizes and seasons by analysing social media reviews using machine learning. To this end, first, self-reported online reviews of UGSs in Nanjing City were collected. Next, machine learning-based text mining and natural language processing were performed to extract the latent topics and sentiment level of each review document, respectively. A logistic regression model series was established to analyse the influential valence of the review topics on the sentiment of the reviews. The results revealed that people’s sentiments and corresponding predictor performances are more sensitive to variations in UGS sizes compared with the seasons. Within UGSs, natural and activity features play more important roles in promoting positive sentiments compared with cultural and facility features. Moreover, larger UGSs include more tools that promote positive sentiments, and waterside activities and daily exercise promote positive sentiments throughout the year. Compared with previous studies, this study adopted a dynamic perspective to examine the influence of UGSs on people’s sentiment and provides a new approach in environmental psychoanalysis by integrating different ML-based techniques. Our findings are expected to aid in future decision-making during UGS planning and design in Nanjing and similar cities worldwide.

The Effect of Halal Assurance, Product Quality and Social Media Reviews on Attitudes and Interest in Buying Food for Muslim Consumers in Yogyakarta Restaurants

This study aims to analyze and explain the influence of halal guarantees, product quality, and social media reviews on attitudes and food purchase intention for Muslim consumers at restaurants in the Yogyakarta area. This study uses primary data using convenience sampling techniques with samples obtained from 200 Muslim consumer respondents. This study uses the Structural Equation Modeling (SEM) analysis method with data processing using the SmartPLS version 3.0 program. The results of this study show that halal guarantees, product quality, and social media reviews have a positive and significant effect on Muslim consumers' purchase intention. The consumer attitudes that are influenced by halal guarantees, product quality, and social media reviews show positive and significant results. Furthermore, consumer attitudes also show a positive and significant influence on purchase intention.
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End to End Encrypted Smart Lock Using RSA based on Opinion from Social Media Review Comments

In the modern era, from big apartments to small houses, startups to corporate buildings, protecting assets or preventing unauthorized persons are crucial problems. Often traditional locks like padlocks are prone to security risks since they can be easily bypassed. Existing smart lock systems are prone to Man in middle Attacks where digital keys can easily be duplicated. The review comments about prevailing smart locks technologies have been collected from various sources such as blogs and microblogs. The data set is analyzed to discover the opinion of the people about the smartlock product. In this proposed system, an innovative smartlock system prototype is designed using current technologies. A smart lock system has been proposed which is encrypted end-to-end using the RSA algorithm. This system uses a one-time password sent to registered users combined with the master code to unlock the door. This system is designed as such only the users who are connected to a wireless local area network are able to access the smart lock system, this adds an additional layer of security. It is connected to the cloud and logs all the activity from booting to shutting down. The breach detection system along with image capture is also included to detect forced intrusions. The client functionality can be easily ported to any platform which supports HTTP protocol which tends to be the major advantage of the proposed work.

Effects of Social Media and Online Reviews on Healthcare

Social media has emerged as a powerful tool for communication, information sharing, and collaboration in many different fields, including healthcare. Physicians and healthcare professionals are increasing their use of social media platforms such as Facebook, Twitter, LinkedIn, and Instagram to engage with patients, share knowledge, and stay informed about new developments in their field. Although social media has many positive effects on physicians in healthcare, it also has presented many new challenges and risks. It also has had a significant impact on the healthcare industry, changing the way physicians and patients interact, and transforming the way healthcare organizations manage their operations.

Social media reviews based hotel recommendation system using collaborative filtering and big data

Social media reviews based hotel recommendation system using collaborative filtering and big data

Digital Collateral Information Through Electronic and Social Media in Psychotherapy: Comparing Clinician-reported Trends Before and During the COVID-19 Pandemic.

Patient clinical collateral information is critical for providing psychiatric and psychotherapeutic care. With the shift to primarily virtual care triggered by the COVID-19 pandemic, psychotherapists may have received less clinical information than they did when they were providing in-person care. This study assesses whether the shift to virtual care had an impact on therapists' use of patients' electronic and social media to augment clinical information that may inform psychotherapy. In 2018, we conducted a survey of a cohort of psychotherapists affiliated with McLean Hospital. We then reapproached the same cohort of providers for the current study, gathering survey responses from August 10, 2020, to September 1, 2020, for this analysis. We asked clinicians whether they viewed patients' electronic and social media in the context of their psychotherapeutic relationship, what they viewed, how much they viewed it, and their attitudes about doing so. Of the 99 respondents, 64 (64.6%) had viewed at least 1 patient's social media and 8 (8.1%) had viewed a patient's electronic media. Of those who reported viewing patients' media, 70 (97.2%) indicated they believed this information helped them provide more effective treatment. Compared with the 2018 prepandemic data, there were significantly more clinicians with>10 years of experience reporting media use in therapy. There was also a significant increase during the pandemic in the viewing of media of adult patients and a trend toward an increase in viewing of media of older adult patients. Review of patients' electronic and social media in therapy became more common among clinicians at a large psychiatric teaching hospital during the COVID-19 pandemic. These findings support continuing research about how reviewing patients' media can inform and improve clinical care.

Exploring the emotional impact of axial Spondyloarthritis: a systematic review and thematic synthesis of qualitative studies and a review of social media

BackgroundThe psychological burden in people with inflammatory arthritis is substantial, yet little is known about the disease-related affect experienced by individuals with axial Spondyloarthritis (axial SpA). The aim of this study was to conduct a qualitative evidence synthesis and a review of social media to explore the emotional impact of living with axial SpA.MethodsWe searched nine databases for studies reporting qualitative data about participants’ emotional experience of living with axial SpA. In addition, we searched social media platforms for posts from people with axial SpA based in the UK that offered insights into emotional responses to living with the condition. We employed a thematic approach to synthesise the data.ResultsWe included 27 studies (1314 participants; 72% men) in our qualitative evidence synthesis and developed seven descriptive themes from the data: 1) delayed diagnosis: a barrier to emotional wellbeing; 2) disruptive symptoms: a source of mood swings; 3) work disability: a loss of self-esteem; 4) obstacles in interpersonal relationships: a trigger of distress; 5) taking up exercise: personal pride or unwelcomed reminders; 6) anti-TNF therapy: hope reignited despite concerns and 7) a journey of acceptance: worry mixed with hope. Posts extracted from social media fora (537; 48% from women) for the most part supported the seven themes. One additional theme—COVID-19, uncertainty and anxiety during the pandemic, was developed, reflecting common emotions expressed during the UK’s first wave of the coronavirus pandemic.ConclusionThis study highlights a preponderance of negative affect experienced by people living with axial SpA, conditioned through existing and anticipated symptoms, failed expectations, and lost sense of self. Given the bidirectional relationships between negative emotions and inflammation, negative emotions and perceptions of pain, and the influence of affect in self-care behaviours, this finding has important implications for treatment and management of people with axial SpA.

Use of social media data, online reviews and wikipedia page views to measure visitation patterns of outdoor attractions

This study explores the suitability of activity counts extracted from social media platforms (Twitter, Flickr), review portals (TripAdvisor, Google Maps) and Wikipedia article views to model official visitor counts at selected outdoor attractions in Florida (U.S.) and Carinthia (Austria). It applies correlation analysis, multiple regression, and time series analysis to identify which of these user-generated content (UGC) sources and their combinations best match official monthly visitor count patterns for an analysis period of three years (2019–2021). With travel activities being severely hampered during 2020 due to the COVID-19 pandemic, the analysis also aims to analyze to which extent reduced visitor counts are reflected in the respective UGC sources. Results show that the number of Google Maps reviews combined with Wikipedia pageviews best explain the variability of monthly official visitor counts in Ordinary Least Squares (OLS) regression in both study areas. While the comparison analysis was conducted for monthly counts, data from some UGC sources can reflect shorter term activity fluctuations. Time series analysis detected a seasonality of 12 months for Wikipedia pageviews, Google Maps reviews, and official visitor counts for Austria due a clearly distinct summer season. As opposed to this, for Florida, due to a climate that facilitates all-year round park visitations, periodograms yielded different seasonality frequencies for UGC sources and official visitor counts. A short-term drop in visitor counts due to COVID-19 was evident in Florida both in UGC sources and official visitor counts in spring 2020, whereas for Austria attractions reduced activity is only somewhat reflected in UGC sources but not in actual visitor counts due to attractions still being closed in April. Management implicationsThis research explores multiple UGC sources for modeling official visitor counts at outdoor attractions. A combination of several sources has the advantage that it can help mitigate known limitations of UGC from individual sources, such as sparsity of geodata, data retrieval restrictions, sociodemographic bias, and varying popularity across regions. This research also revealed a better model fit of combined UGC data with official visitor counts than using any of the UGC sources alone. Data-rich UGC sources offer daily or weekly activity counts that provide a more refined temporal resolution than typical official visitor counts which are often limited to monthly data aggregations.

A scoping review of social media in child, adolescents and young adults: research findings in depression, anxiety and other clinical challenges.

Social media and other technologies are reshaping communication and health. This review addresses the relationship between social media use, behavioural health conditions and psychological well-being for youth aged <25 years. A scoping review of 11 literature databases from 2000 to 2020 explored research studies in youth in five areas: clinical depression and anxiety, quantitative use, social media mode, engagement and qualitative dimensions and health and well-being. Out of 2820 potential literature references, 140 met the inclusion criteria. The foci were clinical depression and anxiety disorders (n = 78), clinical challenges (e.g. suicidal ideation, cyberbullying) (n = 34) and psychological well-being (n = 28). Most studies focused on Facebook, Twitter, Instagram and YouTube. Few studies are longitudinal in design (n = 26), had comparison groups (n = 27), were randomised controlled trials (n = 3) or used structured assessments (n = 4). Few focused on different youth and sociodemographic populations, particularly for low-income, equity-seeking and deserving populations. Studies examined association (n = 120; 85.7%), mediating (n = 16; 11.4%) and causal (n = 4; 2.9%) relationships. Prospective, longitudinal studies of depression and anxiety appear to indicate that shorter use (≤3 h/day) and purposeful engagement is associated with better mood and psychological well-being. Depression may predict social media use and reduce perception of support. Findings provide families, teachers and providers ways to engage youth. Research opportunities include clinical outcomes from functional perspective on a health continuum, diverse youth and sociodemographic populations, methodology, intervention and privacy issues. More longitudinal studies, comparison designs and effectiveness approaches are also needed. Health systems face clinical, training and professional development challenges.

A systematic review of social media marketing during and after Covid-19 pandemic

A systematic review of social media marketing during and after Covid-19 pandemic

The relationship between social media sentiment and house prices in China: Evidence from text mining and wavelet analysis

This study explores the dynamic relationship between house prices and social media sentiment in China, a housing sentiment index is constructed from social media reviews based on natural language processing techniques, and wavelet analysis is used to investigate the causal correlations from a new time-frequency perspective. We find that the sentiment index is negatively correlated with the fluctuation of house prices during the whole period, house prices and sentiment have bidirectional causality at the long-term timescale, and house prices causally affect sentiment at the short-term timescale. Furthermore, the sentiment significantly affects house prices in third-tier cities and the western regions.

Qualitative Exploration of the Visual Function Impairments and Health-Related Quality of Life Impacts of Amblyopia in Adult and Pediatric Populations.

Amblyopia is a reduction in vision in one or both eyes due to impaired development of the visual pathway. This study explored the experience of amblyopia and treatment from the patient, caregiver, and clinician perspectives. A targeted literature review, including a review of social media listening (SML) studies, was conducted. Next, qualitative interviews were conducted with amblyopia patients, caregivers of children with amblyopia, and ophthalmologists with experience treating patients with amblyopia. The findings informed the development of a disease model. Amblyopia clinical experts provided input at key stages. Twelve data sources were reviewed, including qualitative studies in the literature and SML studies. Overall, 133 patients/caregivers were interviewed (23 adults, 16 adolescents, 47 child-caregiver dyads), plus 10 ophthalmologists from the United States, France, and Germany. Reduced visual acuity, impaired depth perception, impaired peripheral vision, and double vision were the most frequently reported symptoms. Amblyopia impacted daily activities (reading, using digital devices), the ability to move around, school/work (productivity, seeing the board in class), emotional well-being (frustration, sadness), and social functioning (difficulty socializing). Treatments, including patching and corrective lens, also impacted daily activities (using digital devices, sports/leisure), mobility (bumping into things), and work/school (tasks taking longer) as well as emotional well-being (embarrassment), and social functioning (bullying/stigma). The findings contribute valuable insights into the adult and pediatric experience of amblyopia from a multi-stakeholder perspective. The findings were used to critically assess existing clinical outcome assessments and supported the development of patient- and observer-reported outcome measures for use in amblyopia clinical trials.

Influence Of Social Media Usage On The Purchase Decision Process: A Study On Indian Consumers

Social media has revolutionized communication and information sharing, offering marketers a new avenue to reach customers. In developing countries like India, the rapid growth of social media and social networking sites presents unique opportunities for businesses. However, measuring the real return on investment in social media marketing remains a challenge. This paper aims to assess the impact of social media usage on the purchase decision process. The study examines the usage patterns of social media and their influence on the five stages of the purchase process. The findings reveal that social media is predominantly used as an information source due to its perceived convenience, effectiveness, and credibility. Additionally, social media reviews and opinions significantly influence the purchase decision process. However, the tendency to share post-purchase experiences on social media is surprisingly low. This research contributes to a better understanding of the role of social media in shaping consumer behavior and provides insights for marketers seeking to leverage this powerful platform effectively.

The Sarcoptic Mange in Maned Wolf (Chrysocyon brachyurus): Mapping an Emerging Disease in the Largest South American Canid.

The maned wolf (Chrysocyon brachyurus) is the largest South American canid. In Brazil, as in other countries, it is considered an endangered species. Habitat loss, landscape changes, hunting, and roadkill are the main threats to this species. In addition, invasive diseases of domestic animals are considered to be an emerging threat to the maned wolf, where parasitic diseases are relevant. Sarcoptic mange is a skin disease caused by the mite Sarcoptes scabiei. This disease is currently almost globally distributed, with a remarkable host diversity. In Brazil, reports of sarcoptic mange in wildlife include several species, both wild and captive. However, the impact of this disease on wildlife is unknown. At the time of writing, there is only one published report of sarcoptic mange in maned wolves. This study sheds light on the occurrence of sarcoptic mange in free-ranging maned wolves in their natural range. A total of 52 cases (suspected and confirmed) of sarcoptic mange were identified through social media review, camera trapping, chemical immobilization and sample collection. These cases were distributed in southeastern Brazil, in the states of São Paulo (n = 34), Minas Gerais (n = 17), and Rio de Janeiro (n = 1), demonstrating a rapid and widespread spread of this disease, although it still only occurs in part of the species' range. We expect that these results will help to subsidize future actions relevant to the control of this emerging disease.

Pengaruh Promosi Dan Ulasan Konsumen Di Platform Instagram Dan Tiktok Terhadap Minat Beli

The purpose of this research is to identify how social media marketing and user reviews on Instagram and TikTok influence consumers' propensity to make a purchase. In this quantitative study, a total of 149 participants filled out questionnaires. To examine the impact of the independent variables social media, promotions, and customer reviews on the dependent variable intent to buy multiple linear regression analytic approaches are used. The findings of the tests showed that although social media reviews had no influence on consumers' willingness to make a purchase, social media marketing had a favorable and statistically significant effect on consumers' willingness to do so.

The Social Media Reviews on Consumer Buying Intention for Hotels: An Analytical Study

The hotel industry can use social media to communicate with consumers and clients and learn about their needs. Before, during, and following a customer's vacation, the hotel sector can engage with them on numerous social networking sites. Affordableness, the ability to quickly and broadly disperse brand recognition, the power to draw attention, and the ability to produce substantial volumes of traffic are just a few of the many advantages of social media, a medium despite is still relatively new. The application of the WWW providing a forum for expressing opinions, grievances, and suggestions about goods and businesses has received extensive coverage in the popular media. Furthermore, familiarity with the company and whether the supplier is a pure Internet or a clicks-and-mortar organization influence how negatively WOM information affects perceived reliability and buy inclinations. The new study, which is essential for the proposed theory of how consumers act on the internet, shows for the initial time the influence gender plays on that impact and interprets it from the perspective of focused bias. Additionally, it clarifies the basic mechanism by which internet reviews affect purchasing decisions.