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OPOR-Bench:Evaluating Large Language Models on Online Public Opinion Report Generation
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作者 Jinzheng Yu Yang Xu +4 位作者 Haozhen Li Junqi Li Ligu Zhu Hao Shen Lei Shi 《Computers, Materials & Continua》 2026年第4期1403-1427,共25页
Online Public Opinion Reports consolidate news and social media for timely crisis management by governments and enterprises.While large language models(LLMs)enable automated report generation,this specific domain lack... Online Public Opinion Reports consolidate news and social media for timely crisis management by governments and enterprises.While large language models(LLMs)enable automated report generation,this specific domain lacks formal task definitions and corresponding benchmarks.To bridge this gap,we define the Automated Online Public Opinion Report Generation(OPOR-Gen)task and construct OPOR-Bench,an event-centric dataset with 463 crisis events across 108 countries(comprising 8.8 K news articles and 185 K tweets).To evaluate report quality,we propose OPOR-Eval,a novel agent-based framework that simulates human expert evaluation.Validation experiments show OPOR-Eval achieves a high Spearman’s correlation(ρ=0.70)with human judgments,though challenges in temporal reasoning persist.This work establishes an initial foundation for advancing automated public opinion reporting research. 展开更多
关键词 Online public opinion reports crisis management large language models agent-based evaluation
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How Does Urban Public Transit Accessibility Affect Housing Prices?A Comprehensive Analysis with Geographical Detector Combined and Geographically Weighted Regression
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作者 TANG Jingjing HAN Huiran +3 位作者 YANG Chengfeng XU Lingyi GENG Hui LI Lei 《Chinese Geographical Science》 2026年第1期127-143,共17页
The accessibility of urban public transit directly influences residents’quality of life,travel behavior,and social equity.Its correlation with housing prices has garnered significant attention across disciplines such... The accessibility of urban public transit directly influences residents’quality of life,travel behavior,and social equity.Its correlation with housing prices has garnered significant attention across disciplines such as geography,economics,and urban planning.Although much existing research focuses on the impact of individual transportation facilities on housing prices,there is a notable gap in comprehensive analyses that assess the influence of overall urban transit accessibility on housing market dynamics.This study selected the main urban area of Hefei,China,as a case to investigate the spatial distribution of housing prices and evaluate public transit accessibility in 2022.Employing techniques such as the optimized parameter geographical detector and local spatial regression models,the study aimed to elucidate the effects and underlying mechanisms of urban transit accessibility on housing prices.The findings revealed that:1)housing prices in Hefei exhibited a clustered spatial pattern,with high prices concentrated in the city center and lower prices in peripheral areas,forming three distinct high-price hotspots with a‘belt-like’distribution;2)public transit accessibility showed a‘coreperiphery’structure,with accessibility declining in a‘circumferential’pattern around the city center.Based on the‘housing price-accessibility’dimension,four categories were identified:high price-high accessibility(37.25%),high price-low accessibility(19.07%),low price-high accessibility(21.95%),and low price-low accessibility(21.73%);3)the impact of transit accessibility on housing prices was spatially heterogeneous,with bus travel showing the strongest explanatory power(0.692),followed by automobile,subway,and bicycle travel.The interaction of these transportation modes generated a synergistic effect on housing price differentiation,with most influencing factors contributing more than 25%.These findings offer valuable insights for optimizing the spatial distribution of public transit infrastructure and improving both urban housing quality and residents’living standards. 展开更多
关键词 public transit accessibility housing prices geographically weighted regression geographical detector Hefei City China
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Geographical Indication Protection and Regional Public Brand Development of Traditional Chinese Medicine Herbs in Wuling Mountain Area
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作者 Yuanpeng SUN Fei QU +4 位作者 Yanping ZHANG Jianda SUN Pei SUN Zhiyang YUAN Zhiguo SUN 《Asian Agricultural Research》 2026年第2期1-11,26,共12页
The concept of geographical indication is similar to the idea of authentic medicinal herbs in traditional Chinese medicine. This paper examines the geographical indication (GI) resources of medicinal herbs in the Wuli... The concept of geographical indication is similar to the idea of authentic medicinal herbs in traditional Chinese medicine. This paper examines the geographical indication (GI) resources of medicinal herbs in the Wuling Mountain Area from various perspectives, including geographical indication products, geographical indication trademarks, China s geographical indication products mutually recognized and protected with the EU, geographical indication standards, and the exclusive geographical indication logo. It studies the regional public brand characteristics of Chinese authentic medicinal herbs, based on hometown of authentic Chinese medicinal herbs, advantageous regions of characteristic agricultural products, important agricultural cultural heritage, national famous and excellent new agricultural products, national characteristic agricultural products, geographical indication Chinese well-known trademarks, advantageous regions of characteristic agricultural products, and regional public brands of agricultural products. It analyzes the main problems in the protection of geographical indications and the creation of regional public brands, and proposes suggestions for building high-quality authentic medicinal herb bases, developing new quality productivity in the authentic medicinal herb industry, implementing regional brand strategies for authentic medicinal herbs, constructing a new development pattern of dual circulation authentic medicinal herbs, etc. 展开更多
关键词 Agricultural intellectual property Geographical indication(GI) Regional public brand Chinese medicinal materials Wuling Mountain Area
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TOD residents' attitudes toward walking to transit station: a case study of transit-oriented developments(TODs) in Bangkok,Thailand
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作者 Pornraht Pongprasert Hisashi Kubota 《Journal of Modern Transportation》 2019年第1期39-51,共13页
The study aims to analyze the attitude toward walking to the stations of residents living within 1 km of transit stations, or they are called transit-oriented development(TOD) residents. They are highly expected to wa... The study aims to analyze the attitude toward walking to the stations of residents living within 1 km of transit stations, or they are called transit-oriented development(TOD) residents. They are highly expected to walk to transit station and use rail in their daily travel. In this research, 249 respondents are asked 10 questions on attitudes of walking to station. The analysis was conducted in two stages: factor analysis and structural equation model. As the current access mode of respondents,walkers are more likely to be low-income households.People using motorized mode are mostly from middle-to high-income, households the largest group of respondents.For walking acceptance, high-income group accepts distance and time shorter than other incomes. Low-income households can accept the longer walking distance but shorter time. Middle-income households are more likely to walk in shorter distance than lower-income households,but they tend to accept longer walking time than others.As for the analysis results, the feeling of walking among all respondents significantly influences the walking acceptance. The benefit of walking significantly influences walking acceptance only among middle-income households. The walking attitudes on convenience, safety, a sense of freedom, healthiness, and environmental friendliness highly affect respondents' acceptable walking distance and time in TODs. 展开更多
关键词 ATTITUDE WALKING TOD RESIDENTS WALKING acceptance Travel-related ATTITUDE transit-oriented development
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Integration of Transport and Land Use Planning by Transit-Oriented Development for Economic Sustainability of the Standard Gauge Railway Projects in Tanzania
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作者 Emmanuel Elifadhili Mchome Uwezo Wilbard Nzoya 《Journal of Transportation Technologies》 2023年第4期756-771,共16页
Tanzania is one of the countries in Africa that has engaged in the projects for construction of the electrified Standard Gauge Railway (SGR). However, lack of integration of transportation and land-use planning threat... Tanzania is one of the countries in Africa that has engaged in the projects for construction of the electrified Standard Gauge Railway (SGR). However, lack of integration of transportation and land-use planning threatens economic sustainability of the SGR project. This study was carried out for the purpose of finding-out how transportation can be integrated with land-use planning for economic sustainability of the project. The study was carried-out by using qualitative research approach through demonstration as case study. Findings show that construction of the SGR is not integrated with land-use planning around the stations and along the SGR corridor. It is concluded that economic sustainability of the SGR projects can be achieved by integration of transport and land-use planning. As demonstrated, it is recommended to deliberate for integration of transportation and land-use planning in the SGR projects of which the prime land within Transit Stations can be efficiently used by using Transit Oriented Development and secure more land for production activities around the Transit Stations and along the SGR corridor. 展开更多
关键词 Economic Sustainability Standard Gauge Railway Land Planning transit-oriented Development SGR Transit Stations
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Rising adult hepatitis A in Pakistan:Shifting trends and public health solutions 被引量:1
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作者 Saad Ahmed Abdulqadir J Nashwan 《World Journal of Virology》 2025年第2期201-203,共3页
This letter evaluates Shahid et al’s study in 2025 on the rising hepatitis A virus(HAV)among adults in Pakistan,highlighting a shift in the virus’s epidemiology.Once primarily a childhood disease in low-income regio... This letter evaluates Shahid et al’s study in 2025 on the rising hepatitis A virus(HAV)among adults in Pakistan,highlighting a shift in the virus’s epidemiology.Once primarily a childhood disease in low-income regions,HAV is now increasingly affecting adults,also seen globally due to improved sanitation.The study highlights public health challenges from adult HAV infections,which can lead to complications like coagulopathy and acute liver failure.It also has limitations,including being a single-center study and lacking seroprevalence and socioeconomic data,indicating the need for further research.This letter calls for urgent public health measures to extend adult vaccination programs and improve sanitation to address the increasing HAV infection in adult populations. 展开更多
关键词 Hepatitis A EPIDEMIOLOGY public health Prevention and control Adult infection
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Integration of Regional Culture into the Landscape Design of Rural Public Spaces:A Case Study of Xiaomaopoying Village in Enshi 被引量:1
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作者 HE Minghao 《Journal of Landscape Research》 2025年第2期47-50,共4页
In the context of rural revitalization,the landscape design of public spaces in Enshi Xiaomaopoying Village presents both new opportunities and challenges.This study explores the significance of integrating regional c... In the context of rural revitalization,the landscape design of public spaces in Enshi Xiaomaopoying Village presents both new opportunities and challenges.This study explores the significance of integrating regional culture into rural public spaces.Field research has been conducted to assess the current utilization of regional culture in the public spaces of Xiaomaopoying Village.Subsequently,design optimization strategies are analyzed and proposed.Additionally,the practical application of regional cultural elements is examined,in order to offer guidance for the application of cultural creation of traditional characteristic villages in rural public spaces. 展开更多
关键词 Xiaomaopoying Village MIAO Rural public space Regional culture Landscape design
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Proposal for the Largest Waste Management in Landfills in Indonesia for Environmental Sustainability and Public Health 被引量:1
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作者 Diana Mayasari Bambang Heru Purwanto R.Taqwaty Firdausijah 《Journal of Environmental & Earth Sciences》 2025年第3期34-46,共13页
This study examines the impact of waste management policies on public health in Bantar Gebang landfill which faces challenges such as inadequate infrastructure,low community participation,and ineffective policy implem... This study examines the impact of waste management policies on public health in Bantar Gebang landfill which faces challenges such as inadequate infrastructure,low community participation,and ineffective policy implementation.More than half of the waste generated is not transported to landfills,resulting in significant health and environmental risks,including respiratory infections,waterborne diseases,and vector-borne illnesses.The research adopts a qualitative phenomenological approach to understand the experiences of stakeholders,waste managers,and local communities.It also integrates the Waste Management Hierarchy,Community Participation Theory,and Policy Implementation Model to identify key gaps and propose potential solutions.The study reviews legal frameworks,including Indonesia’s Presidential Regulation No.97 of 2017,and specific regulations relevant to the site,evaluating their effectiveness in addressing waste and health issues.The findings highlight the need for stronger public education campaigns,increased investment in infrastructure,and the implementation of advanced technologies such as Waste-to-Energy plants.The study stresses that comprehensive policies on waste reduction,improved segregation,and better recycling practices are critical for achieving sustainable waste management.Additionally,greater inter-agency collaboration and active community engagement are essential for ensuring successful implementation.Drawing on experiences from Tokyo,Stockholm,and Berlin,the study suggests strategies to reduce landfill dependence and improve public health. 展开更多
关键词 Waste Management Environmental Health Community Participation public Policy Implementation Sustainable Urban Planning
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Impact of community public health care on treatment effect,health cognition,and self-management in patients with type 2 diabetes
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作者 Hong Shi Chun Liu Hong-Yan Luo 《World Journal of Clinical Cases》 SCIE 2025年第5期22-29,共8页
BACKGROUND At present,China has become the country with the largest number of individuals with diabetes mellitus(DM)in the world,with a total of approximately 140 million patients,the majority of whom have type 2 DM(T... BACKGROUND At present,China has become the country with the largest number of individuals with diabetes mellitus(DM)in the world,with a total of approximately 140 million patients,the majority of whom have type 2 DM(T2DM).Based on conven-tional nursing methods,community home care has important clinical significance in controlling blood sugar and disease progression.AIM To explore the impact of community public health nursing on treatment effect,health cognition,and self-management in patients with T2DM.METHODS One hundred patients with T2DM were selected as the research subjects.The patients were divided into either a conventional nursing group or community nursing(CN)group using the random number table method.The conventional nursing group(50 cases)received routine care,while the CN group(50 cases)received community public health care in addition to routine care as that for the conventional nursing group.The rate of excellent and good blood glucose control,fasting blood glucose before and after care,2-h postprandial blood glucose,health cognition,and self-management ability,and patient satisfaction were compared between the two groups.RESULTS The CN group had a higher rate of excellent blood sugar control than the conventional nursing group(88%vs 70%,P<0.05).Before care,there was no significant difference in fasting blood glucose or 2-h postprandial blood glucose between the two groups of patients(P>0.05).After nursing,fasting blood glucose and 2-h postprandial blood glucose were reduced to varying degrees in both groups,and both blood glucose levels in the CN group were lower than those of the conventional nursing group(P<0.05).Compared with the scores before care,the cognitive level score for diabetes and self-management ability score improved after care in both groups.The cognitive level and self-management ability of patients in the CN group were higher than those of the conventional nursing group(P<0.05).The overall satisfaction of the CN group was better than that of the conventional nursing group(98%vs 86%,P<0.05).CONCLUSION Community public health care based on conventional care of T2DM can achieve better blood sugar control,and improve patients’health cognitive level and self-management ability. 展开更多
关键词 Community public health care Type 2 diabetes Blood sugar control Self-management ability Cognition level
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数字包容视角下的欧洲公共图书馆转型与服务创新——基于Public Libraries 2030的案例研究,
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作者 张麒麟 魏文珺 《图书馆研究与工作》 2025年第12期44-51,共8页
全球公共图书馆正处于转型期,欧洲公共图书馆行业的非营利组织Public Libraries 2030在数字包容目标驱动下开展了丰富的服务创新实践,有助于理解公共图书馆转型路径。文章采用文献及网络调研,从数字接入、数字技能、数字环境三方面归纳P... 全球公共图书馆正处于转型期,欧洲公共图书馆行业的非营利组织Public Libraries 2030在数字包容目标驱动下开展了丰富的服务创新实践,有助于理解公共图书馆转型路径。文章采用文献及网络调研,从数字接入、数字技能、数字环境三方面归纳Public Libraries 2030的数字包容实践,提炼出“FEPL+灯塔图书馆+12个子项目”的三层次架构,认为该组织在丰富公共图书馆角色、强化图书馆联盟职能、推动公共图书馆嵌入社会数字化转型等方面成效显著。Public Libraries 2030的实践经验启示我国公共图书馆应聚焦信息服务直达基层、瞄准三类群体升级技能、主动寻求角色转变和重构联盟形式,通过引入数字包容策略推动自身转型。 展开更多
关键词 数字包容 public Libraries 2030 公共图书馆 图书馆转型
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Public Space and Perception of Terror
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作者 Muhammed Fatih Çetintaş 《Journal of Civil Engineering and Architecture》 2025年第8期396-402,共7页
While people met in order to socialize on public spaces in the past, these areas are perceived as a ‘alone in the crowds’ by people who are in the loneliness of modern era, as well as these areas still serve as a so... While people met in order to socialize on public spaces in the past, these areas are perceived as a ‘alone in the crowds’ by people who are in the loneliness of modern era, as well as these areas still serve as a social area. Individuals from all of society, especially minority groups, feel that they are accepted and they show themselves in a way in the public space. Even though the perception and usage of public space have changed in time, people still feel free themselves in these areas. However, ‘terrorism’, which is a reality in today's world, is one of the cases which pose danger to the public spaces. Thus, the image of these areas has changed from “the areas where individuals they feel freer” to “the areas where people are vulnerable to many potential attacks”. This study tells you how the public perception has changed over time and examine the intended use of the public due to these changes. Terrorist activities increased all of the World and public spaces of the individual in the face of this reality, perception and Jane Jacobs, urban life and public relations with the charm of the terrorist phenomenon is one of the main problems the 21st century in the context of views on security are discussed. Also in this report, in order to provide a team recommendation for safe public space taking into account the author's views on security was available. For this purpose, the metropolis of Istanbul is selected as the study area were interviewed and the people living in Istanbul with internet environment. At the end of the 90s until today has changed the perception of how the public and in the public domain when individuals are discussed how they use. 展开更多
关键词 public public space SECURITY PERCEPTION TERROR Jane Jacobs
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Utilization of Public Data: Mechanisms, Problems and Countermeasures
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作者 Wang Yingbing Chen Mo 《科技与法律(中英文)》 2025年第3期127-133,共7页
Public data empower the development of digital economy.On the basis of conceptual definition and scope framing,the legal attributes of public data should be used to determine the attribution of the right to use,and to... Public data empower the development of digital economy.On the basis of conceptual definition and scope framing,the legal attributes of public data should be used to determine the attribution of the right to use,and to deduce the mechanism of utilization of public data with public nature as the logical starting point.Based on the current situa⁃tion,the use of public data faces multiple difficulties in terms of normative basis,boundary delimitation,procedural rules,and protection policies.Therefore,publicity should be the core principle and the principle of convenience should be deepened,so as to clarify the boundaries between the use of public data and the protection of personal information rights and interests as well as legitimate commercial behavior.As a single platform can hardly meet the requirements of use,it should optimize the service procedures to adapt to different stages of use,standardize the way of data use super⁃vision,and clarify the supervisory responsibilities of the government and the platform. 展开更多
关键词 public data use mechanism publicITY
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Mismatched online public concern and tick-borne disease risk in China
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作者 Yuxin Li Tengfei Hu +1 位作者 Tingting Wang Sen Li 《Science in One Health》 2025年第1期210-215,共6页
Introduction:Ticks and tick-borne diseases are increasing public health concerns in China.This study examines public awareness and concern using data from the People Cloud,a national public opinion data platform.Metho... Introduction:Ticks and tick-borne diseases are increasing public health concerns in China.This study examines public awareness and concern using data from the People Cloud,a national public opinion data platform.Methods:We analyzed 358,862 posts related to ticks,tick bites,Lyme disease,and tick-borne encephalitis from October 2022 to November 2023.Temporal trends and geographic distribution were assessed to identify patterns of public interest.Results:Public concern peaked in April,coinciding with tick season,with“ticks”being the most mentioned term,particularly on social media platforms,such as WeChat.High search activity was concentrated in southeastern and northern provinces,especially Zhejiang,Guangdong,and Jiangsu.Lyme disease posts were more dispersed,while tick-borne encephalitis posts clustered in southern areas.Conclusion:Public interest in ticks follows seasonal and regional trends,reflecting tick activity but not always matching disease risk or tick distribution.Monitoring public opinion data can guide targeted health interventions and improve disease prevention efforts. 展开更多
关键词 TICKS Tick-borne diseases public awareness public opinion data China
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Distribution of Human Papillomavirus (HPV) Infection in Women of Appropriate Age in Beiliu City and Recommendations for Public Health Intervention
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作者 Haiquan Li Jinhua Wei Huan Zhao 《Natural Science》 2025年第1期1-6,共6页
Objective: This study aims to analyze the distribution of positive human papillomavirus (HPV) infections among women of appropriate age in Beiliu City during cervical cancer screening in 2024, providing data support f... Objective: This study aims to analyze the distribution of positive human papillomavirus (HPV) infections among women of appropriate age in Beiliu City during cervical cancer screening in 2024, providing data support for subsequent public health interventions. Methods: A retrospective analysis was conducted on the HPV test results from January 1, 2024, to November 30, 2024, at Beiliu Maternal and Child Health Hospital. We statistically analyzed the positive rates of different HPV genotypes and the co-infection status of multiple genotypes. Results: A total of 7558 individuals were tested, with 1103 positive cases identified, resulting in a positivity rate of 14.59%. Among these, HPV type 52 had the highest positive rate, accounting for 18.47%. The co-infection analysis showed that there were 788 cases with single genotype positivity, 236 with double genotype positivity, and 58 with triple genotype positivity, while cases with multiple genotypes simultaneously positive were relatively rare. Conclusion: The HPV infection rate among women of appropriate age in Beiliu City is relatively high, especially for high-risk HPV types. To reduce the future incidence of cervical cancer, it is recommended to enhance health education and vaccination efforts for this population. 展开更多
关键词 HPV Infection Cervical Cancer Screening Positive Distribution Women of Appropriate Age public Health
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Comment on “Impact of the COVID-19 pandemic on research publications in emergency medicine”
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作者 Bharat Gurnani Kirandeep Kaur 《World Journal of Emergency Medicine》 2025年第2期172-173,共2页
Razavi et al.'s recent article,“ Im pact of the COVID-19 pandemic on research publications in emergency medicine” discussed “the evolving impact of the top Emergency Medicine journals through the COVID-19 pande... Razavi et al.'s recent article,“ Im pact of the COVID-19 pandemic on research publications in emergency medicine” discussed “the evolving impact of the top Emergency Medicine journals through the COVID-19 pandemic”.^([1]) Subsequently,it seems appropriate to offer some valuable insights to the emergency medicine community,which is responsible for such a large proportion of COVID-19 publications.Emergency departments faced unprecedented challenges from the COVID-19 pandemic,handling surges in critically ill patients and implementing infection control measures.Simultaneously,the need for swift,reliable information on COVID-19 catalyzed a surge in research activity.The pandemic era has underscored both the strengths and weaknesses of the emergency medicine research ecosystem,highlighting issues such as publication speed,research quality,methodological rigor,and ethics.[2] We aimed to further explore how the pandemic shifted research priorities,created challenges in publication practices,accelerated innovations in research methodologies,and left behind valuable lessons for future crisis research in emergency medicine. 展开更多
关键词 IMPACT publicATIONS demic
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Information Management:Distinguishing Public Relations From Propaganda
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作者 Chike Walter Duru Abubakar Abba Tahir Ibituru Iwowari Pepple 《Journalism and Mass Communication》 2025年第3期180-188,共9页
This article attempts to distinguish public relations(PRs)from propaganda,within the context of information management.Speedy dissemination of information is an important feature of contemporary communication practice... This article attempts to distinguish public relations(PRs)from propaganda,within the context of information management.Speedy dissemination of information is an important feature of contemporary communication practice globally.In this era,the information content of communication is an important element requiring critical evaluation.This is so,because of the need to safeguard the information ecosystem,considering the thin line between public relations and propaganda.While both propaganda and public relations aim to shape perceptions,influence attitudes,and sway opinions,one key distinction lies in their ethical considerations.Public relations emphasize honesty,accuracy,accountability,and a commitment to the truth.In contrast,propaganda may involve manipulation,distortion,or even fabrication of information to advance a particular agenda,often at the expense of truth and transparency.Hinged on The Excellence Theory and the Two-Way Symmetrical Model,the paper focuses on the meeting points and differences between public relations and propaganda,with a view to safeguarding the integrity of the information ecosystem.The study adopted the survey research method,with interview as research instrument.The study discovered that while propaganda is not entirely a bad practice,it has a heavy tilt towards bias.It therefore recommends that deliberate steps be taken by relevant professional organisations and other stakeholders towards educating the citizens on ways of distinguishing between public relations and propaganda contents. 展开更多
关键词 propaganda public relations information management COMMUNICATION
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Teenage pregnancy and secondary infertility:Existing gaps and public health interventions
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作者 Saurabh RamBihariLal Shrivastava Prateek Sudhakar Bobhate Mohammed Kamran Shaikh 《Asian pacific Journal of Reproduction》 2025年第3期97-98,共2页
Teenage pregnancy has been acknowledged as a global public health concern,especially in low-and middle-income nations[1].This is predominantly because teenagers are more likely to experience pregnancy complications(vi... Teenage pregnancy has been acknowledged as a global public health concern,especially in low-and middle-income nations[1].This is predominantly because teenagers are more likely to experience pregnancy complications(viz.anemia,obstructed labour,etc.),higher rates of maternal mortality,and neonatal complications,including mortality[1,2].It is not unusual that many teen mothers have to experience exclusion from their families and communities,which limits access to quality healthcare services and is a major reason for emotional stress and mental health problems[2]. 展开更多
关键词 global public health concern public health interventions teenage pregnancy pregnancy complications maternal mortality neonatal complications secondary infertility low middle income nations
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Depression levels of the general public increases during the COVID-19 pandemic in China:A web-based cross-sectional survey
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作者 Qin-Ming Qiu Yu Xiao 《World Journal of Psychiatry》 2025年第2期109-117,共9页
BACKGROUND The coronavirus disease 2019(COVID-19)outbreak lasted several months,having started in December 2019.This study aimed to report the impacts of various factors on the depression levels of the general public ... BACKGROUND The coronavirus disease 2019(COVID-19)outbreak lasted several months,having started in December 2019.This study aimed to report the impacts of various factors on the depression levels of the general public and ascertain how emotional measures could be affected by psychosocial factors during the COVID-19 pandemic.AIM To investigate the depression levels of the general public in China during the COVID-19 pandemic.METHODS A total of 2001 self-reported questionnaires about Beck Depression Inventory(BDI)were collected on August 22,2022 via the website.Each questionnaire included four levels of depression and other demographic information.The BDI scores and incidences of different depression levels were compared between various groups of respondents.χ2 analysis and the two-tailed t-test were used to assess categorical and continuous data,respectively.Multiple linear regressions and logistic regressions were employed for correlation analysis.RESULTS The averaged BDI score in this study was higher than that for the non-epidemic periods,as reported in previous studies.Even higher BDI scores and incidences of moderate and severe depression were recorded for people who were quarantined for suspected COVID-19 infection,compared to the respondents who were not quarantined.The participants who did not take protective measures were associated with higher BDI scores than those who made efforts to keep themselves relatively safer.Similarly,the people who did not return to work had higher BDI scores compared to those managed to.A significant association existed between the depression levels of the subgroups and each of the factors,except gender and location of residence.However,quarantine was the most relative predictor for depression levels,followed by failure to take preventive measures and losing a partner,either through divorce or death.CONCLUSION Based on these data,psychological interventions for the various subpopulations in the general public can be implemented during and after the COVID-19 pandemic.Other countries can also use the data as a reference. 展开更多
关键词 COVID-19 EPIDEMIC Depression General public Psychosocial factors
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