Soliciting Diaries for "Real-Time" Insights Into the COVID-19 Pandemic: Methodological Reflections on Using Digital Technologies to Engage the Public.

Objectives: To discuss the opportunities and challenges of the qualitative solicited diary approach using digital technologies as an innovative way to access insights into people's lives and their unique stories in times of COVID-19-related social distancing in Switzerland. Methods: This case study provides reflective arguments from a social science perspective for the selection of different (digital) diary designs to optimize data collection in the SNSF-funded project "PubliCo - an experimental online platform for COVID-19-related public perception." Results: The findings highlight some opportunities of using (digital) diaries, such as empowering participants, gathering real-time data, and ethical and methodological challenges when it comes to gaining access to alternative narratives. Conclusion: To gain in-depth insights during a crisis and to reach the lesser-heard voices that are central to democratic debates, it is necessary to adapt data gathering methods and build trust with diverse communities. While digital technologies open up new possibilities for public engagement, there is a need to think critically how data gathering is approached, how trustworthy the results are, and whose voices are captured, amplified, or left out.

Mapping acceptance: micro scenarios as a dual-perspective approach for assessing public opinion and individual differences in technology perception.

Understanding public perception of technology is crucial to aligning research, development, and governance of technology. This article introduces micro scenarios as an integrative method to evaluate mental models and social acceptance across numerous technologies and concepts using a few single-item scales within a single comprehensive survey. This approach contrasts with traditional methods that focus on detailed assessments of as few as one scenario. The data can be interpreted in two ways: Perspective (1): Average evaluations of each participant can be seen as individual differences, providing reflexive measurements across technologies or topics. This helps in understanding how perceptions of technology relate to other personality factors. Perspective (2): Average evaluations of each technology or topic can be interpreted as technology attributions. This makes it possible to position technologies on visuo-spatial maps to simplify identification of critical issues, conduct comparative rankings based on selected criteria, and to analyze the interplay between different attributions. This dual approach enables the modeling of acceptance-relevant factors that shape public opinion. It offers a framework for researchers, technology developers, and policymakers to identify pivotal factors for acceptance at both the individual and technology levels. I illustrate this methodology with examples from my research, provide practical guidelines, and include R code to enable others to conduct similar studies. This paper aims to bridge the gap between technological advancement and societal perception, offering a tool for more informed decision-making in technology development and policy-making.

Opportunities for plain packaging of tobacco products in the Philippines: results of a nationwide online survey.

Objective: This study aimed to contribute to local research evidence to promote the implementation of plain packaging of tobacco products in the Philippines. The study aimed to assess Filipinos' perception of the effectiveness of plain packaging and their readiness by assessing the potential impact of plain packaging. Methods: We conducted a nationwide geographically representative online panel survey with a sample size of 2,000 Filipinos. The survey recruited respondents 18-65 years old and residing in the Philippines, with 500 respondents each from the National Capital Region, Luzon, Visayas, and Mindanao. We showed respondents six different mock-ups of cigarette packs in plain packaging, with two sizes of graphic health warnings (50 and 75%) and three plain packaging colors (black, white, and Pantone 448C). Using five-point Likert scales, participants rated their agreement with 18 items assessing readiness and rationales for plain packaging and 54 items related to pack design (9 items for 6 pack designs). Results: The study showed that Filipinos recognize the value of adopting plain packaging with larger graphic health warning labels on tobacco products in the Philippines. Both non-smokers and smokers agreed that plain packaging has the potential to reduce the attractiveness and appeal of packs, prevent advertisement and promotion of tobacco products, reduce the ability of tobacco products to mislead consumers, increase the noticeability and effectiveness of the pictorial health warnings, increase recall of the pictorial health warnings, affect consumer perceptions of the attractiveness of the tobacco products and their relative safety, reduce youth experimentation with the use of tobacco products, prevent the use of tobacco brand variants as a promotional tool, prevent branding targeted toward youth, promote quitting among current users, and to more clearly inform consumers about the harmful effects of tobacco use. Conclusion: We recommend that policymakers pursue plain packaging as legislation or as part of a reform of the Philippines' graphic health warnings law. The law should target tobacco products sold in the Philippines.

Communicating Care in Digital Social Spaces: Mixed-method Analysis of Influence of Social Media on Palliative Care.

The paper is based on mixed-methods analysis, including qualitative (thematic analysis) and quantitative (word frequency and trends analysis), to thoroughly investigate the existing body of literature pertaining to the influence of social media (SM) on palliative care (PC). The time frame of the analysis is for a 5-year (2018-2023). The paper attempts to explore dominating themes and explore how SM has impacted the arena of palliative, how these platforms affect patient and community involvement and how successful digital communication tactics are when used to advocate for PC.

Role of mobile health applications in prevention and detection of pandemic disease: A population perspective.

Background: The Saudi government and the MOH launched six mobile application help in tracking positive cases, get medical consultation from home, and vaccination for coronavirus disease 2019 (COVID-19). Our study was conducted to evaluate the role of mobile health applications in the prevention and detection of pandemic disease from population perspectives. Methods: A cross-sectional descriptive exploratory research design was utilized in this study. Based on the sample size calculation (described below), we recruited a convenience sample of 462 participants from the Northern Border Region according to the set of inclusion and exclusion criteria: Anyone over 12 years of age, including both genders and both Saudi citizens and non-Saudi citizens, were eligible to participate during the period from March 2022 to the end of July. Results: In total 462 were participated, and 79.2% of them were females. There was a statistically significant difference between educational level and the overall score of public satisfaction with the ease of use of mobile health applications as well as overall satisfaction with the services provided by mobile health apps during the COVID-19 pandemic. Additionally, there was a statistically significant difference between gender and the role of mobile applications in the prevention of COVID-19 (p = 0.028). Conclusion: The study found that most participants agree that the mobile health applications launched by the Saudi government and Ministry of Health have been successful in aiding the anticipation and early detection of COVID-19 cases, as well as facilitating access to healthcare services. Over half of the participants strongly agree that these mobile applications have been very effective and beneficial for their health and have helped save time.

Trends and Public Perception of Artificial Intelligence in Medical Imaging: A Social Media Analysis.

The rapid advancement of artificial intelligence (AI) in medical imaging has generated significant interest and debate among healthcare professionals, researchers, and the general public. This study aims to explore trends and public perception of AI in medical imaging by analyzing social media discussions. Using a retrospective content analysis approach, social media posts from X (formerly known as Twitter) and Reddit were collected, covering discussions from 2019 to 2024. A total of 1,022 posts were analyzed after data cleaning, employing both qualitative and quantitative methods to examine sentiment, themes, and keyword frequencies. The sentiment analysis revealed that 55% of the comments expressed positive sentiments towards AI in medical imaging, emphasizing its potential to enhance diagnostic accuracy and efficiency. Neutral sentiments accounted for 35% of the posts, while 10% expressed negative sentiments, primarily focusing on concerns related to job displacement, ethical issues, and data privacy. Thematic analysis identified four primary themes: ethical and privacy concerns, job displacement, trust and reliability, and workflow efficiency. Keyword frequency analysis highlighted significant discussions around AI, imaging, and radiology. The results underscore both the optimism and concerns associated with AI in medical imaging, emphasizing the need for ongoing dialogue among technology developers, healthcare providers, and the public. Addressing ethical and privacy concerns, and integrating AI responsibly into clinical workflows, is crucial for maximizing its benefits and minimizing potential risks. These findings provide valuable insights into public perceptions and inform strategies for the effective and ethical implementation of AI technologies in healthcare.

Public Perceptions of Enuresis: Insights From Online Communities in South Korea and the United States.

PURPOSE: To establish a foundation for raising awareness and disseminating accurate information about enuresis-one of the most challenging conditions to discuss openly-this paper examines public perceptions of enuresis. METHODS: This paper collected title and text data from posts related to enuresis on the top popular online platforms such Naver Cafe in South Korea and Reddit in the United States (US). The data along with the thematic subcommunities where the posts were uploaded, was analyzed and visualized using word cloud, Latent Dirichlet Allocation (LDA) topic modeling, and pyLDAvis. RESULTS: The findings reveal both similarities and differences in how the patients from the 2 countries addressed enuresis online. In both countries, enuresis symptoms were a daily concern, and individuals used online platforms as a space to talk about their experiences. However, South Koreans were more inclined to describe symptoms within region-based communities or mothers' forums, where they exchanged information and shared experiences before consulting a doctor. In contrast, US patients with medical experience or knowledge frequently discussed treatment processes, lifestyle adjustments, and medication options. CONCLUSION: South Koreans tend to be cautious when selecting and visiting hospitals, often relying on others for advice and preparation before seeking medical attention. Compared to online communities in the US, Korean users are more likely to seek preliminary diagnoses based on nonprofessional opinions. Consequently, it is important to lower the barriers for patients to access professional medical advice to mitigate the potential harm of relying on nonprofessional opinions. Additionally, there is a need to raise awareness so that adults can recognize and address their symptoms in a timely manner.

Patient satisfaction with quality of care at out-patient departments in selected health facilities in Kumasi, Ghana.

BACKGROUND: Health care is an indispensable element for economic growth and development of individuals and nations. Healthcare service quality is associated with patient satisfaction, ensuring the safety and security of patients, reducing mortality and morbidity, and improving the quality of life. Patient satisfaction with health service is linked to increased utilization following contendness with healthcare received from health providers. There is an increasing public perception of poor quality of care among patients visiting public health facilities in Ghana which translates into service dissatisfaction. Meanwhile, patient dissatisfaction will more likely result in poor utilization, disregard for medical advice, and treatment non-adherence. The study was conducted to assess patients' satisfaction with quality of care at the outpatient departments of selected health facilities in Kumasi, Ghana. METHODS: An institutional-based analytical cross-sectional study was conducted among patients (aged ≥ 18 years) visiting outpatient departments of selected health facilities in Kumasi from October - December, 2019. A systematic sampling technique was adopted to collect quantitative information from 385 respondents using a structured questionnaire. At 95% confidence interval and 5% alpha level, two-level logistic regression models were performed. Model I estimated the crude associations and the effect of covariates was accounted for in Model II. The results were presented in odds ratio with a corresponding 95% confidence interval. All analysis were performed using STATA statistical software version 16.0. RESULTS: Out of the 385 participants, 90.9% of the participants were satisfied with the services they received. Being married [AOR = 3.06, 95%CI = 1.07-8.74], agreeing that the facility is disability-friendly [AOR = 7.93, 95%CI = 2.07-14.43], facility has directional signs for navigation [AOR = 3.12, 95%=1.92-10.59] and the facility has comfortable and attractive waiting area [AOR = 10.02, 95%CI = 2.35-22.63] were associated with satisfaction with health service among patients. Spending more than 2 h at the health facility [AOR = 0.45, 95%CI = 0.04-0.93] and having perceived rude and irritating provider [AOR = 0.14, 95%CI = 0.04-0.51] had lower odds of satisfaction with health service received. CONCLUSION: There is a high patient satisfaction with services received at out-patient departments which is influenced by a multiplicity of factors; being married, and agreeing that the facility is disability-friendly, has directional signs for navigation, and the waiting area is comfortable and attractive. The study findings call for the need to develop and implement health delivery interventions and strategies (i.e. patient-centered interventions, disability-friendly facilities, and sustainability and improvement of quality service) to improve and sustain patient satisfaction levels with health care service. These strategies must be directed towards addressing inequalities in infrastructural development and inputs needed for healthcare delivery in the health system.

Assessment of the public perception of the hospital pharmacist and their satisfaction level with the pharmacy services provided in a developing country: a cross-sectional survey in Malaysia.

OBJECTIVE: To assess the public perception of the role of hospital pharmacists, their satisfaction with the pharmacy service provided, and the factors associated with their perception and satisfaction. METHODS: A cross-sectional, questionnaire survey was conducted on adults older than 18 years who utilized public pharmacy services. A self-developed, validated questionnaire consisting of three parts was used, i.e., demographic data, perception, and satisfaction. The questionnaire was tested in a pilot study of 50 study participants and demonstrated good reliability results of 0.900 for the perception section and 0.836 for the satisfaction section. Therefore, all items were used in the final questionnaire. KEY FINDINGS: Four hundred and seventy-nine completed questionnaires were collected with a response rate of 91.6%. The Cronbach's α for perception and satisfaction scores were 0.938 and 0.841, respectively. The median total score for public perception was 83 (interquartile range [IQR]: 15), whereas the median total score for public satisfaction was 38 (IQR: 33). The level of public perception was significantly associated with the age groups (P = .009), ethnic groups (P < .001), respondents' locality groups (P < .001), the level of education achieved group (P = .017), and the income groups (P = .006). Satisfaction was not significantly associated with any sociodemographic factors. CONCLUSIONS: This study has found that the general public had a favorable perception of the role of hospital pharmacists, and they were generally satisfied with the pharmacy service provided.

Xenotransplantation Literature Update December 2023-June 2024.

This updated report highlights significant developments in the field of xenotransplantation since December 2023. Over the past 6 months, there has been a notable increase in discussions regarding the feasibility of clinical trials, with particular emphasis on their progression and associated ethical considerations. This review presents the most pertinent findings from December 2023 to June 2024.

Ideal body image and socioeconomic factors: exploring the perceptions of Kenyan women.

BACKGROUND: Non-communicable diseases are an increasing threat in sub-Saharan Africa (SSA), and overweight and obesity are affecting people across all socioeconomic groups. Some studies suggest that big body sizes may be perceived as desirable among women in SSA and that high prevalence of obesity and overweight are especially present in low socioeconomic societies. This study explores the role of socioeconomic factors in the perception of the ideal body among Kenyan women and whether perceptions and beliefs about the ideal body should be considered relevant when targeting the prevention of obesity and overweight. METHOD: In-depth interviews were conducted with 8 Kenyan women with varying educational backgrounds, aged between 21 and 48, using a qualitative study design. The interviews were conducted in December 2022 and January 2023 in Nairobi, audio-recorded, transcribed and analysed through qualitative content analysis and a coding system using deductive and inductive codes. RESULTS: The participants reported that conclusions about a person's health and wealth status are drawn based on different body sizes. Furthermore, traditional views about the ideal body size, societal pressure, as well as the women's own experience with their body size play a role in the perception of an ideal body. CONCLUSION: Small-sized women desire to gain weight as society may view them as weak and sick. Big-sized women aim to reduce weight primarily due to health complications. Nevertheless, traditionally, a big-sized woman is considered strong and wealthy, creating external pressure on women to fulfil this body image-these findings emphasise traditional aspects in designing culturally sensitive prevention and intervention methods to address overweight and obesity.

Understanding public perspectives on genetically engineered Brinjal and the adoption of modern biotechnology in Bangladesh.

The agricultural sector in Bangladesh is currently facing numerous challenges. The country is currently endeavoring to adopt modern biotechnological tools, such as genetic engineering, to modify crops with the aim of ensuring food security. Notably, Bt Brinjal represents a significant milestone as the first genetically engineered (GE) food crop commercially cultivated in South Asia. Public perception and awareness are crucial steps forward for accepting and commercializing GE crops within society. The study discussed here aims to assess public perception and awareness regarding modern biotechnology and GE crops, focusing mainly on Bt Brinjal in Bangladesh. A random survey considered demographic factors such as age, gender, hometown, educational qualification, and occupation to explore the public attitudes towards Bt Brinjal and modern biotechnology. Approximately one-third of those surveyed considered Bt Brinjal safe for consumption, and a third expressed a willingness to buy Bt Brinjal, while nearly two-thirds believed it would gain popularity in the market alongside other crops. Most respondents recognized the necessity of utilizing modern biotechnology for crop improvement beyond Bt Brinjal, and respondents with science backgrounds displayed higher awareness and a more positive attitude than those with limited education or non-science backgrounds. This study explores the public perceptions of Bt Brinjal and the adoption of modern biotechnology in Bangladesh by examining factors such as knowledge dissemination, acceptance levels, and concerns related to GE crops, and offers a meaningful perspective that can shape decision-making processes to promote agricultural sustainability and achieve relevant sustainable development goals in Bangladesh.

Snapshot of knowledge and stigma toward mental health disorders and treatment in Spain.

Background: Mental disorders significantly impact individuals and societies globally. Addressing societal stigma is crucial, as it affects help-seeking behaviors and the effectiveness of treatment for mental disorders. Objective: This study aims to explore the knowledge and perceptions of the Spanish population toward mental disorders and their treatment, assess changes in mental health stigma over time, and examine variations across sociodemographic variables by comparing current results with previous studies. Methods: A panel of three psychiatrists designed a questionnaire to collect public opinions about various aspects of mental illness in Spain, covering topics such as social perception, diagnostic reliability, causes, symptoms, treatment, suicide, and media influence. The survey, conducted from October to December 2022, involved 1,002 Spanish individuals aged 18-70. Results: Our results indicated an improved general knowledge of mental health, reduced stigma, and greater acceptance of those affected by these disorders, compared to past research. Almost 80% of the participants have accurate knowledge regarding the complex and multifactorial nature of mental illnesses. Around 90% of the participants share the belief that stigma affects those affected by mental disorders. Psychological and pharmacological treatment are considered to be effective and helpful by more than 70% of the sample. More than 60% of the participants highlighted that suicide needs to be addressed appropriately in the media. Conclusion: These findings suggest a significant shift in how Spanish society views mental disorders, marking progress over decades of discrimination. Reducing the stigma associated with mental health can encourage individuals to seek assistance without the fear of judgment or discrimination, thereby increasing the likelihood of early intervention and treatment. Open conversations about mental health within families, communities, and workplaces can create a supportive environment that enhances recovery. However, continued efforts and awareness campaigns targeted to broader audiences remain necessary. Responsible media portrayals of mental health, avoiding stigmatizing language or sensationalism, are also essential.

Challenges and opportunities for implementing nature-based coastal protection in an urbanised coastal city based on public perceptions.

There has been an increase in recognition of the benefits of employing nature-based coastal protection strategies to adapt to the impacts of climate change (e.g., increased storminess, sea-level rise). To enable broader use of nature-based methods, coastal managers and policymakers need to consider the placement and social acceptance of any methods considered. Most published spatial planning models for nature-based coastal protection currently do not utilise social data during site selection. We conducted a public survey of 452 respondents from Singapore, a highly urbanised coastal city-state, to assess Singaporean's perceptions of climate change impacts on coastal areas and their support of nature-based coastal protection. We also assessed the respondents willingness to accept trade-offs for the prioritisation of nature-based coastal protection and subsequently spatially mapped them. The results showed a high awareness of the potential impacts of climate change on coastal areas. Nature-based coastal protection was highly supported as the associated benefits, such as protection of wildlife and their habitats and climate change reduction, were aligned with public values of coastal areas. However, nature-based coastal protection may not be prioritised over human-made structures due to the perception that they are less effective, and respondents may not be willing to undergo 1) replacement of their favourite coastal area, 2) increased taxes, and 3) relocation, for their prioritisation. Through spatially mapping the relevant trade-offs, we found that only 11.1% of coastal areas had moderate or high likelihood of social barriers to nature-based coastal protection, highlighting their potential in Singapore. These findings underscore the importance of incorporating social factors in government land use planning decisions.

Carbon dioxide removal through ecosystem restoration: Public perceptions and political participation.

We compare public perceptions of restoring different ecosystems to increase CO2 uptake in Germany, through focus groups and a general population survey. Among focus group participants forests were highly popular, peatlands evoked negative associations, and seagrass was largely unknown. Nevertheless, the restoration of all ecosystems was viewed positively. We contrast these reactions to those of survey respondents who had not received additional information on restoration. They voiced narrower, less diverse opinions centering around afforestation. Further, focus group participants preferred expert-led restoration decisions, citing low trust in politicians' technical competence. Contrary to common policy recommendations, also beyond the German context, participants did not emphasize the need of citizen participation and were not strongly concerned about land use conflicts or compensation of affected user groups. The results imply that the public underestimates the political complexity of negotiation processes in ecosystem governance, which are becoming increasingly relevant in the international policy landscape.

The assessment of public perception towards chronic kidney disease in Jordan: a cross-sectional study.

OBJECTIVES: Kidney diseases are considered silent killers due to the lack of well-defined symptoms. Public knowledge about chronic kidney disease (CKD) management has been shown to decrease the risk of CKD onset and progression to end-stage renal disease and renal failure. The main objective of this study was to assess the knowledge of kidney function, CKD symptoms, etiology, prevention and treatment in the general population. METHODS: A cross-sectional study using a validated questionnaire was conducted in Jordan to assess public knowledge of CKD. Public knowledge of CKD was assessed using a questionnaire consisting of 32 knowledge questions, including risk factors, symptoms, treatment, protective measures and kidney function. The knowledge level was classified according to the total score: poor (0-50%), intermediate (51-70%) and good/high (71-100%). Multiple regression analysis was performed to compare knowledge scores (KS) and predict associations with the participants' baseline characteristics. RESULTS: The level of knowledge about CKD among the 2181 participants was intermediate. The KS was significantly higher among participants with health issues such as hypertension, diabetes and heart problems, first-degree relatives working in the medical field, majors relevant to health, married, employed, highly educated, high-income and smokers. The main sources of knowledge about CKD were health professionals, TV shows, books and magazines. Multiple regression analysis showed an association between KS and age, sex, functional status, educational level and field, income, smoking status, having a family member/spouse work in the medical field, and knowledge source. CONCLUSIONS: The public level of knowledge about CKD management is greatly influenced by participants' health and social factors. Thus, improving public knowledge and perception through education and the media will significantly reduce CKD prevalence and incidence.

Public awareness and educating the public about chronic kidney diseases (CKDs) is essential because of the high prevalence, and increased awareness can contribute to early detection, management and potentially slow down the progression of CKD.Creating awareness of the risk factors for CKD enables health policy developers to adopt preventive measures.CKD can significantly affect quality of life, and public awareness campaigns can emphasize the impact of CKD on overall well-being, motivating individuals to prioritize kidney health.

Public perception vs ecological quality status: Examining the ecological restoration of the Congost River's Environment.

This study examines the public's perceptions of the ecological restoration of the Congost River over the past thirty years, focusing on the period between 2010 and 2022. We conducted a survey of 112 river users across five key zones identified through a pilot study for their high pedestrian density, aiming to analyse how different sociodemographic groups perceive the river's ecological state. A structured questionnaire was distributed along both sides of the river to engage a diverse range of individuals typically utilizing the river environment. The collected data were analysed using regression models and Mann-Whitney U tests to assess differences between groups, with Bonferroni adjustments applied to control for multiple comparisons. The results reveal a broad increase in appreciation for the river since 2010, alongside measurable ecological improvements supported by scientific data. Despite these positive changes, a majority of surveyed users remain sceptical about the river's recovery, with less pronounced scepticism among older respondents, those with higher education, and environmental volunteers. These groups' perceptions align more closely with empirical evidence, highlighting the influence of sociodemographic factors on environmental awareness. Individuals living closer to natural settings and frequent river visitors were found to be more attuned to changes in the river's environment, particularly in aesthetic and sensory aspects. The study underscores the persistence of a perceptual gap between scientific assessments of ecological health and public sentiment, emphasizing the complex relationship between community perceptions and objective environmental indicators. These insights underline the complex relationship between community perceptions and objective environmental indicators, reflecting a broader trend in environmental awareness and the importance of factual communication in ecological issues.

Public perceptions and discussions of synthetic nicotine on Twitter.

Background: As alternative replacement products for tobacco-derived nicotine, synthetic nicotine products have recently emerged and gained increasing popularity. This study analyzes public perception and discussion of synthetic nicotine products on Twitter (now "X"). Methods: Through Twitter streaming API (Application Programming Interface), we have collected 2,764 Twitter posts related to synthetic nicotine from December 12, 2021, to October 17, 2022, using keywords related to synthetic nicotine. By applying an inductive approach, two research assistants manually determined the relevance of tweets to synthetic nicotine products and assessed the attitude of tweets as positive, negative, and neutral of tweets toward synthetic nicotine, and the main topics. Results: Among 1,007 tweets related to synthetic nicotine products, the proportion of negative tweets (383/1007, 38.03%) toward synthetic nicotine products was significantly higher than that of positive tweets (218/1007, 21.65%) with a p-value <0.05. Among negative tweets, major topics include the concern about addiction and health risks of synthetic nicotine products (44.91%) and synthetic nicotine as a policy loophole (31.85%). Among positive tweets, top topics include alternative replacement for nicotine (39.91%) and reduced health risks (31.19%). Conclusion: There are mixed attitudes toward synthetic nicotine products on Twitter, resulting from different perspectives. Future research could incorporate demographic information to understand the attitudes of various population groups.

Using science communication research to practice iterative engagement in collaborative nutrient management.

Thoughtful science communication is essential for the success of collaborative, transdisciplinary environmental research. We present an innovative evaluation of a four-year pilot project that took a highly engaged and collaborative approach to managing excess nutrients in the Cape Cod region of Massachusetts, USA. The evaluation approach included mid- and end-of-project interviews with researchers and project partners and a reflection from the lead science communication researcher. We found that an effective science communication evaluation needs to be (1) adaptive, (2) multistage, (3) holistic and objective-based, and (4) democratic and reflexive. Results demonstrate that formative and end-of-project science communication evaluation of research projects lead to improved engagement that better meets all collaborators' needs.

Generating rhythm game music with jukebox.

Music has always been thought of as a "human" endeavor- when praising a piece of music, we emphasize the composer's creativity and the emotions the music invokes. Because music also heavily relies on patterns and repetition in the form of recurring melodic themes and chord progressions, artificial intelligence has increasingly been able to replicate music in a human-like fashion. This research investigated the capabilities of Jukebox, an open-source commercially available neural network, to accurately replicate two genres of music often found in rhythm games, artcore and orchestral. A Google Colab notebook provided the computational resources necessary to sample and extend a total of 16 piano arrangements of both genres. A survey containing selected samples was distributed to a local youth orchestra to gauge people's perceptions of the musicality of AI and human-generated music. Even though humans preferred human-generated music, Jukebox's slightly high rating showed that it was somewhat capable at mimicking the styles of both genres. Despite limitations of Jukebox only using raw audio and a relatively small sample size, it shows promise for the future of AI as a collaborative tool in music production.