Content Analysis Study Research Articles

#PositiveAging: A Content Analysis of Positive Aging TikTok Videos

The communication ecology model of successful aging (CEMSA) proposes that the messages individuals receive from the social environment, and their own communication about aging, shape the communication ecology of aging, which in turn influences the degree to which individuals experience successful aging. This content analysis study provides insight into the communication ecology of aging by examining the messages about aging forwarded by positive aging TikTok videos. Two-hundred and seventy videos from the top five most viewed positive aging hashtags were coded. Messages about appearance and evaluations of aging appear more frequently than messages about ability or advice about aging. Overall, these videos presented aging in a positive light; however, messages about skin, cognitive ability, advice about aging, and the #agingwell hashtag represented aging in a more negative light. The majority of positive aging TikTok videos feature middle-aged and older adults. Implications for the CEMSA are discussed.

Nursing students' experiences of professional competence evaluation by Objective Structured Clinical examination method: a qualitative content analysis study.

Clinical education is a significant part of medical education, and paying attention to clinical evaluation is important. One of the challenges in the teaching-learning process is evaluating students' performance. Learners, as the main stakeholders of the educational system, may have different experiences of evaluation quality. Awareness of these experiences is effective in improving the quality of clinical evaluation. Therefore, this study was conducted to "explore the experiences of nursing students for evaluation of professional competence by using the objective structured clinical examination (OSCE)". This study was conducted with a qualitative descriptive research approach and conventional content analysis method in 2022-2024. The participants included 12 undergraduate nursing students at Maragheh University of Medical Sciences, who were selected by purposeful sampling, and their experiences were collected using semi-structured and in-depth interviews until reaching data saturation. The data analysis of the interviews led to the extraction of 268 primary codes, 7 subcategories, 2 categories, and 1 theme: "Credibility and stability". The category "Exam's accuracy in measuring competence " included 3 sub-categories: "Challenges in objective adaptation ", " Communication and organizational challenges for exam preparation " and " Inadequate simulation of stations and exam environment ", and the category " Exam power for repeatability" included 4 sub-categories: " Characteristics of the students ", " Lack of evaluators' skills and mastery ", " Inefficiency of the evaluation tool " and " Disturbance in executive affairs". OSCE can be used in self-evaluation, creating motivation and strengthening different dimensions of students' learning, as well as discovering weaknesses and strengths for planning by managers and faculties. According to the results of this study, many factors such as management before and during the exam, characteristics of the evaluators, prevailing educational conditions in the faculty, and the method of clinical training are effective in achieving the "reliability and sustainability" required in the OSCE.

Multifactor Quality and Safety Analysis of Semaglutide Products Sold by Online Sellers Without a Prescription: Market Surveillance, Content Analysis, and Product Purchase Evaluation Study.

Over the past 4 decades, obesity has escalated into a global epidemic, with its worldwide prevalence nearly tripling. Pharmacological treatments have evolved with the recent development of glucagon-like peptide 1 agonists, such as semaglutide. However, off-label use of drugs such as Ozempic for cosmetic weight loss has surged in popularity, raising concerns about potential misuse and the emergence of substandard and falsified products in the unregulated supply chain. This study aims to conduct a multifactor investigation of product quality and patient safety risks associated with the unregulated online sale of semaglutide by examining product availability and vendor characteristics and assessing product quality through test purchases. We used a complex risk and quality assessment methodology combining online market surveillance, search engine results page analysis, website content assessment, domain traffic analytics, conducting targeted product test purchases, visual quality inspection of product packaging, microbiological sterility and endotoxin contamination evaluation, and quantitative sample analysis using liquid chromatography coupled with mass spectrometry. We collected and evaluated 1080 links from search engine results pages and identified 317 (29.35%) links belonging to online pharmacies, of which 183 (57.7%) led to legal pharmacies and 134 (42.3%) directed users to 59 unique illegal online pharmacy websites.Web traffic data for the period between July and September 2023 revealed that the top 30 domains directly or indirectly affiliated with illegal online pharmacies accumulated over 4.7 million visits.Test purchases were completed from6 illegal online pharmacies with the highest number of links offering semaglutide products for sale without prescription at the lowest price range. Three injection vial purchases were delivered; none of the 3 Ozempic prefilled injection pens were received due to nondelivery e-commerce scams.All purchased vials were considered probable substandard and falsified products, as visual inspection indicated noncompliance in more than half (59%-63%) of the evaluated criteria. The semaglutide content of samples substantially exceeded labeled amounts by 28.56%-38.69%, although no peptide-like impurities were identified. The lyophilized peptide samples were devoid of viable microorganisms at the time of testing; however, endotoxin was detected in all samples with levels ranging between 2.1645 EU/mg and 8.9511 EU/mg. Furthermore, the measured semaglutide purity was significantly low, ranging between 7.7% and 14.37% and deviating from the 99% claimed on product labels by manufacturers. Glucagon-like peptide 1 agonist drugs promoted for weight loss, similar to erectile dysfunction medications more than 2 decades ago, are becoming the new blockbuster lifestyle medications for the illegal online pharmacy market. Protecting the pharmaceutical supply chain from substandard and falsified weight loss products and raising awareness regarding online medication safety must be a public health priority for regulators and technology platforms alike.

A Content Analysis Study of Distortion's Influence on Drum and Bass Music Production

This study uses content analysis and draws upon aesthetic theory and technological determinism as theoretical frameworks to explore contemporary approaches to the use of distortion within drum and bass production. To achieve this, it investigates online video tutorials created by professional drum and bass producers and online content creators in order to extract insights into their common working practice when using distortion in their work. The analysis highlights a prevalent use of aggressive distortion to transform bass timbres, which is a trend originating in the 1990s that continues to shape the genre's evolving aesthetic. This research provides unique insights into the evolution. and impact of distortion and shows how established techniques persist while subtly evolving within the ever-changing production ecosystem.

Factors influencing proactive health behaviors in pre-frailty older adults: A qualitative study based on theory of planned behavior

Aimsto explore factors that can influence proactive health behaviors in pre-frailty older adults. Designthis is a qualitative content analysis study. Methodsdata collected through interviews with 20 pre-frailty older adults in a geriatric unit at a general hospital in Guangzhou, China. We used deductive content analysis to categorize codes and calculate their frequency based on the theory of planned behavior. Inductive content analysis was used to analyze data that could not be analyzed according to the theory of planned behavior. Resultsthe data were analyzed and grouped into categories by beliefs similarity, counted from the frequencies. The factors of 6 behavioral beliefs, 6 normative beliefs, and 14 control beliefs were issued. Six themes emerged, including positive attitudes toward proactive health behaviors outcomes, lack of proactive health awareness the negative influence of children on proactive health behaviors, lack of knowledge of proactive health behaviors, spouses play an important role in proactive health behaviors, low resistance to unhealthy behavior. Conclusionthis research will support to the construction of a psychometric scale to measure the intentions of proactive health behaviors in pre-frailty older adults. These influencing factors will also help us to develop measures to improve the ability of pre-frailty older adults to be proactive health in the future. Impactthis research validates and extends the theory of planned behavior. The findings of factors influencing proactive health behaviors help us to develop strategies to enhance proactive health in pre-frailty older adults in the future. These findings also provide content for the construction of the psychometrics of proactive health intentions scales. Reporting Methodthis study follows the COREQ reporting norms.

Self‐harm‐related mental imagery: A content analysis study of imagery reported by young people referred to mental health services

AbstractBackgroundGrowing evidence suggests that self‐harm‐related mental imagery is involved in the transition from self‐harm ideation to enactment. However, there has been little research on this important phenomenon in adolescent populations.MethodsUsing an online questionnaire, the frequency, content and impact of self‐harm‐related mental imagery was investigated in a transdiagnostic clinical population of young people with recent self‐harm. Mood ratings were used to assess the impact of completing the questionnaire.ResultsFifty‐five young people aged 14–24 years old completed the study. Participants were mostly female (85.5%) and White (87.3%). All but one participant (98.2%) reported images related to self‐harm, with 53 (96.4%) reporting future‐oriented self‐harm images, 53 (96.4%) reporting past‐oriented images, and 52 (94.5%) reporting both. Imagery included imagining self‐harm and particularly dangerous acts (including suicide), specific methods, and the consequences of self‐harm for self and others. Past self‐harm‐related mental imagery was sometimes used to develop future‐oriented self‐harm‐related imagery planning, highlighting the influence of previous exposure to self‐harm. Most participants (N = 45; 88.2%) stated that significant self‐harm‐related mental imagery increased the likelihood they would self‐harm. Stimulation of mental imagery was most frequently reported to be related to dreams about self‐harm (N = 33; 60.0%), and exposure to self‐harm‐related content on social media (N = 32; 58.2%) and in fictional TV programmes (N = 30; 54.6%). There was no significant difference in participants' pre‐ and post‐questionnaire mood ratings.ConclusionsSelf‐harm‐related mental imagery is commonly experienced by young people who self‐harm and may play a role in ideation‐to‐enactment of self‐harm. Asking about self‐harm‐related mental imagery can be done safely and could be considered for inclusion in routine clinical assessments. Self‐harm exposure and the origins of self‐harm‐related imagery, such as the links with past self‐harm and social media, as well as potential imagery‐based interventions for self‐harm, require further evaluation. A working model of self‐harm‐related mental imagery is presented.

The impact of drought and climate change on economy, environment and human health in southern Iran: A qualitative study

Drought and climate change are one of the most important environmental health challenges of the current century. It has been predicted that the occurrence of drought, its intensity, and its adverse effects on the environment, human health, societies, and economy will increase in the coming decades. This qualitative content analysis study aimed to explore the impact of drought on the lives of people living in the south of Iran. Data were collected through in-depth semi-structured interviews with farmers, urban and rural officials, and physicians. A total of 25 interviews were conducted. All interviews were recorded and then transcribed. Data were analyzed using MAXQDA version 18. The concepts raised by interviewees regarding the consequences of drought were categorized into four themes, including economic consequences, environmental hazards, health consequences, and adaptation options; and most of these consequences were inter-related. Participants believed that drought has affected the soil, environment, ecosystem, and the quality and quantity of water, and this can lead to extensive effects on humans’ physical, mental, and community wellbeing. Drought can also cause adverse economic effects, which can further intensify its adverse effects. It seems like the adverse effects of drought in Iran are severe and destructive, and this is due to the mismanagement of water and environmental resources and other socio-economic problems. Fundamental changes in the management of water and environmental resources are necessary.

Videos in Short-Video Sharing Platforms as Sources of Information on Colorectal Polyps: Cross-Sectional Content Analysis Study.

Short videos have demonstrated huge potential in disseminating health information in recent years. However, to our knowledge, no study has examined information about colorectal polyps on short-video sharing platforms. This study aimed to analyze the content and quality of colorectal polyps-related videos on short-video sharing platforms. The terms "" (intestinal polyps) or "" (colonic polyps) or "" (rectal polyps) or "" (colorectal polyps) or "" (polyps of large intestine) were used to search in TikTok (ByteDance), WeChat (Tencent Holdings Limited), and Xiaohongshu (Xingyin Information Technology Limited) between May 26 and June 8, 2024, and then the top 100 videos for each search term on different platforms were included and recorded. The Journal of American Medical Association (JAMA) score, the Global Quality Scale (GQS), the modified DISCERN, and the Patient Education Materials Assessment Tool (PEMAT) were used to evaluate the content and quality of selected videos by 2 independent researchers. SPSS (version 22.0; IBM Corp) and GraphPad Prism (version 9.0; Dotmatics) were used for analyzing the data. Descriptive statistics were generated, and the differences between groups were compared. Spearman correlation analysis was used to evaluate the relationship between quantitative variables. A total of 816 eligible videos were included for further analysis, which mainly conveyed disease-related knowledge (n=635, 77.8%). Most videos were uploaded by physicians (n=709, 86.9%). These videos had an average JAMA score of 2.0 (SD 0.6), GQS score of 2.5 (SD 0.8), modified DISCERN score of 2.5 (SD 0.8), understandability of 80.4% (SD 15.6%), and actionability of 42.2% (SD 36.1%). Videos uploaded by news agencies were of higher quality and received more likes and comments (all P<.05). The number of collections and shares of videos about posttreatment caveats were more than those for other content (P=.03 and P=.006). There was a positive correlation between the number of likes, comments, collections, and shares (all P<.001). The duration and the number of fans were positively correlated with the quality of videos (all P<.05). There are numerous videos about colorectal polyps on short-video sharing platforms, but the reliability and quality of these videos are not good enough and need to be improved.

Characterization of polarized scientific digital messages: a scoping review

This scoping review elucidated the characteristics of polarized scientific digital messages credited by researchers for studying the impact of content on people's perceptions. Inclusion criteria encompassed discourse and content analysis studies examining the syntactic and lexical features of polarized messages in online science communication, as well as crossover and randomized information intervention studies. Studies without sufficient detail for data extraction or that did not address message characteristics were excluded. After these exclusions, 10 studies were evaluated for the outcomes. Characteristics of polarized messages were observed to include topic dependency, single viewpoint, discredit of opposing views, emphasis on the minority and flaws of concurrent discourses, and uses of assertive statements, intensifiers, controversy, partisanship, skepticism, sarcasm, vague lexicons, and expert opinion support. As a result, we propose a system of codification for identifying and characterizing polarized discourses in science communication digital messages that can be employed in further content analysis studies.

Application of the One Health Surveillance (OHS) Matrix to Evaluate the Disease Surveillance Systems in Gujarat, India: A Policy Content Analysis.

An effective disease surveillance system can detect outbreaks of emerging zoonotic diseases early and allow the system to respond immediately and control the epidemic. Gujarat is a western Indian state with a population of more than 65million humans and 26million livestock, and it has the respective surveillance systems under the Department of Health & Family Welfare for humans and the Department of Animal Husbandry for animals. A veterinarian is placed on establishing cross-sectoral collaborations between these systems, but the joint collaborative activities and their effect on the early warning response are least understood. This provides an opportunity to conduct a secondary policy content analysis study using the One Health Surveillance Matrix (OHSM). The aim of this study was to evaluate the level of collaboration among human-animal disease surveillance systems for zoonotic disease in Gujarat, India. This study findings highlight a few gaps in the human health surveillance system, such as data sharing, sampling, outreach to decision-makers, and external communication, while the animal health surveillance system exhibits deficiencies in the data dissemination to decision-makers, management and storage of data analysis, interpretation of data, and external communication as per the OHSM evaluation. Despite major differences, there is a possibility of developing the One Health Surveillance system in Gujarat, India which is profoundly documented in this study.

A Study on Parent-Child Interactions in Rural TikTok Videos in China

Rural short videos offer a new perspective on parent-child relationships. This study analyzes the elements, types, and characteristics of parent-child interactions in rural short videos and explores the issues and causes behind them. Through content analysis and case studies, the study reveals the unique and common challenges of parent-child interactions within the rural cultural context and explains these issues from the perspectives of media technology and commercial capital. Recommendations are provided for content creators and short video platforms to improve the quality of parent-child interactions, enhancing their educational and social value.

Portrait of Mary and Manggarai Women in “Dere Serani”: The Encounter of Religion and Culture

Catholics hold Mary, the mother of Jesus, in high esteem. The widespread presence of Marian devotions, teachings, dogmas, symbols, titles, art, and places of pilgrimage in various church regions across the globe demonstrates this phenomenon. This study investigates the portrayal of Mary at the Manggarai Catholic Church, which is situated in the Diocese of Ruteng, Flores. This study aimed to analyze the songs performed by Maria that are featured in the book “Dere Serani.” The central investigation focused on whether the depiction of Mary in songs is impacted by the representation of women in the local culture or not. This study utilized two main approaches, namely text content analysis and cultural studies. This study discovered that the depiction of Mary that is adopted by the local community extends beyond local perspectives and incorporates global viewpoints.

A Content Analysis on Theses Related to Inquiry-Based Learning Approach

The aim of this study is to investigate 32 master's and 16 doctoral theses in the Higher Education Thesis Center (http://tez2.yok.gov.tr/), which were conducted between 2008 and 2022 in science education and which are about inquiry-based learning approach, by content analysis method. The data obtained through document analysis were analyzed by content analysis. In addition, it was aimed to identify the frame on inquiry-based learning in science education and to identify deficiencies and orientations. Document analysis method was used in the study. "Science Education Thesis Classification Form" was created by the researchers by examining the categories and themes created in the content analysis studies in the literature. Theses were accessed by searching the words "inquiry-based" and "inquiry-based learning" on the Council of Higher Education Thesis Center. Theses were examined in the categories of thesis type, year of publication, research method of the thesis, research model type of the thesis, sample size of the thesis, sample level of the thesis, data collection tool of the thesis and data analysis method types of the thesis. The data obtained were calculated with MS-Excel program. The analyzed postgraduate theses were evaluated separately as master's and doctoral theses. Frequency and percentage values were given in tables. As a result of the research, it was concluded that while the majority of the theses examined were master's theses, the theses conducted within the scope of doctorate were much less; quantitative research model was preferred more in the studies, and the most studies were conducted in 2019. It was found that undergraduate students were selected as the sample in the majority of the theses within the scope of the study; fewer studies were conducted at the primary education level, and the range of 51-100 was the most preferred number in sample size. At the end of the study, suggestions were made for future studies.

Exploring perspectives on engagement in interactive virtual reality for chronic pain management: insights from a content analysis study

To investigate perspectives of people with chronic pain regarding aspects of immersive virtual reality (IVR) that enhance and reduce engagement and the outcomes of engagement in IVR. This content analysis was performed on data obtained through open-ended interview questions from a study aiming to understand the influence of IVR on chronic pain study at a research lab at a university. Participants included a sample of 20 adults who completed the parent study. Results highlight that presence, agency, customization, and novelty are important aspects that enhance engagement in IVR, with agency and presence being mentioned most frequently. Meanwhile, secondary effects of IVR and usability were said to reduce engagement with the IVR. Outcomes of engagement with IVR include enjoyment, mood elevation, relaxation/calming, a distraction from pain, and a loss of reality. This study provides an initial understanding of individuals’ perspectives of engagement with IVR in relation to chronic pain management. Health professionals using IVR to treat people with chronic pain can use these elements to facilitate engagement in their clients. Further research should be done to study the association between engagement in IVR and pain reduction to improve the development of IVR programs for chronic pain management.

A Paradigm Shift in the Malaysian Animation Industry: Inclusive Transmedia Storytelling and Cultural Preservation Contrary to Global Trends

This study critically examines the evolving consumption culture within the Malaysian animation industry, focusing on the shift from child-specific to familial viewership. Over the past two decades, the industry has experienced substantial growth in viewership and box office revenues, largely driven by local producers’ strategic adoption of transmedia storytelling. Through qualitative analysis of two prominent Malaysian animation franchises, BoBoiBoy and Ejen Ali, this study explores how interconnected narratives and cross-generational references across multiple platforms attract a wider audience while preserving cultural integrity. The methodology involves content analysis and audience reception studies to assess the impact of transmedia strategies on viewership patterns. Results indicate that a pan-family perspective in storytelling, which integrates diverse audience interests, contributes significantly to broadening the viewership base without compromising Malaysian cultural values. The findings demonstrate that adherence to local cultural aspirations remains a critical factor in distinguishing Malaysian animation from the global trend of adult-oriented content. The study concludes that transmedia storytelling offers a powerful framework for developing family-oriented animation that appeals to both children and adults while safeguarding local traditions. Implications suggest that this model may serve as a blueprint for future productions aiming to balance market competitiveness with cultural preservation. Keywords: Transmedia storytelling, Malaysia, animation industry, consumption culture, cultural preservation.

Expanding LGBTQ+ Inclusivity: An Ecological Model of School Library Practice in Addition to Collection Development

This research explores the critical need for a holistic approach to LGBTQ+ inclusivity in school library services, moving beyond the traditional focus on collection development to address underexplored areas such as cataloguing practices, purchasing procedures, programming, policies, and community outreach. The school libraries often become a place of social stigma for LGBTQ+ students, and availability of fewer resources and institutional biases typically discourage them from accessing information and support from such libraries. For this purpose, this study will carry out research using a qualitative research design with the help of content analysis and case studies to identify the best practices and policies of selected school libraries in regard to addressing such matters. It sets much importance on cataloguing in such a way so that these LGBTQ+ resources, materials, etc. should be visible and accessible besides discussing budget limitations and community force behind acquiring the LGBTQ+ resources as a part of the library collection. This also emphasizes the requirement of an LGBTQ+ inclusive program with efficient community outreach that builds safe spaces for the student population LGBTQ+. The study further stresses the need for library policies and how librarians can become great advocates of LGBTQ+ rights and representation. A careful consideration of any aspect of library services described in this paper will help guide principles for making school libraries more inclusive and equitable. The implications are considered crucial for future research and practice, toward further development of library services to support the needs of LGBTQ+ students completely, which will enhance their well-being and academic success.

ADHD in Black Youth: A Content Analysis of Empirical Research from 1972 to 2023

Objective: The purpose of this content analysis study was to characterize patterns of research on Black youth with ADHD. Method: Relevant articles were identified through searching psychology and medical databases and cross-referencing citations in previously published review articles. The 204 empirical articles included in this study (1) were conducted in the United States, (2) had a predominantly child or adolescent sample, (3) had more than 80% Black youth/families in the study sample and/or conducted separate analyses for Black youth/families, and (4) examined ADHD symptoms or diagnoses. Articles were categorized into five primary content areas: Assessment, Treatment, Perceptions, Prevalence, and Associated Correlates. Journal characteristics, sample characteristics, and methodological characteristics are presented across these content areas. Results: Findings show a relatively low representation of Black youth with ADHD in the literature, with most studies using race comparative approaches and secondary data analyses, and many being published in medical journals. Conclusion: Based on these results, changes are recommended both at the individual study and broader systems levels (e.g., funding agencies). More research, funding, and publications centering Black youth with ADHD are vital to understanding and correcting long-standing health disparities for this community.

High School Students’ Perceptions of Nursing as a Future Career Choice: A Qualitative Study

Background: Understanding the perceptions of high school students, before entering the field of nursing, can be a basis for future planning in this regard. Accordingly, this study aimed to explain the perceptions of these students about nursing as a future career choice in Iran. Methods: This qualitative content analysis study was conducted in four public high schools in Tehran, Iran. Participants included 28 students recruited using purposive sampling who were administered semi-structured, face-to-face interviews in 2019. The duration of the interviews ranged from 30 to 45 minutes and the interviews were transcribed verbatim. The method proposed by Elo and Kyngäs was used to analyze the data. Initially, semantic similarities and differences were reviewed and the subcategories were identified. After repeated reviews, the related subcategories were placed in one category. Results: Data analysis showed students’ perceptions of nursing as a future career could be classified into three categories and seven subcategories. The main categories included a positive view of the nursing profession (with two subcategories: interest in the profession and being a supporter), barriers to choosing nursing as a future career (with three subcategories: the lack of professional independence, poor financial support, and negative evaluation of nursing), and cultural issues (with two subcategories: stigmatized public image and nursing as a gender-dominated profession). Conclusion: The results of this study showed high school students have positive and negative views towards nursing and the influence of cultural issues on the nursing profession. If those interested in nursing can enter this field, they will act as professionals who provide optimal patient care.

Exploring the challenges to development and institutionalization of E-learning content as perceived by faculty members of medical schools in Iran: A qualitative content analysis study

Electronic learning (E-learning) is a method of acquiring knowledge by using information technology. In this regard, faculty members of medical schools play an important role in the design, development and institutionalization of electronic content education and face many challenges. Hence, the present study was performed to explore the challenges to the development and institutionalization of e-learning content as perceived by faculty members of medical schools in southern Iran. The present study is a descriptive qualitative study. Purposeful sampling was performed. Based on this, 23 individual and in-depth semi-structured interviews were conducted with 23 faculty members of medical schools. Granheim and Lundman's approach was used for data analysis. Three themes and eleven subthemes were extracted based on the qualitative data analysis results. Three main themes included individual challenges, organizational management challenges, and course design challenges. Based on the results of the present study, we should keep in mind that electronic teaching methods and preparation of e-learning content by professors are different from traditional educational methods. Hence, the senior managers of educational system should make necessary arrangements and plans for methodological support, technological and technical support, and all kinds of organizational support and create continuous professional development opportunities for professors to minimize the negative effects caused by the rapid changes of electronics era and educational environments on professors, and consequently on the quality of educational contents and processes.

Anticipatory approach to war and agenda building: a content analysis study of Portuguese press coverage of the Ukraine war (2014–2023)

Anticipatory approach to war and agenda building: a content analysis study of Portuguese press coverage of the Ukraine war (2014–2023)