Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
The 2019 newfound Coronavirus (COVID-19) still remains as a threatening disease of which new cases are being reported daily from all over the world. The present study aimed at estimating the related rates of morbidity, growth, and mortality for COVID-19 over a three-month period starting from Feb, 19, 2020 to May 18, 2020 in Iran. In addition, it revealed the effect of the mean age, changes in weather temperature and country’s executive policies including social distancing, restrictions on travel, closing public places, shops and educational centers. We have developed a combined neural network to estimate basic reproduction number, growth, and mortality rates of COVID-19. Required data was obtained from daily reports of World Health Organization (WHO), Iran Meteorological Organization (IRIMO) and the Statistics Center of Iran. The technique used in the study encompassed the use of Artificial Neural Network (ANN) combined with Swarm Optimization (PSO) and Bus Transportation Algorithms (BTA). The results of the present study showed that the related mortality rate of COVID-19 is in the range of [0.1], and the point 0.275 as the mortality rate provided the best results in terms of the total training and test squared errors of the network. Furthermore, the value of basic reproduction number for ANN-BTA and ANN-PSO was 1.045 and 1.065, respectively. In the present study, regarding the closest number to the regression line (0.275), the number of patients was equal to 2566200 cases (with and without clinical symptoms) and the growth rate based on arithmetic means was estimated to be 1.0411 and 1.06911, respectively. Reviewing the growth and mortality rates over the course of 90 days, after 45 days of first case detection, the highest increase in mortality rate was reported 158 cases. Also, the highest growth rate was related to the eighth and the eighteenth days after the first case report (2.33). In the present study, the weather variant in relationship to the basic reproduction number and mortality rate was estimated ineffective. In addition, the role of quarantine policies implemented by the Iranian government was estimated to be insignificant concerning the mortality rate. However, the age range was an ifluential factor in mortality rate. Finally, the method proposed in the present study cofirmed the role of the mean age of the country in the mortality rate related to COVID-19 patients at the time of research conduction. The results indicated that if sever quarantine restrictions are not applied and Iranian government does not impose effective interventions, about 60% to 70% of the population (it means around 49 to 58 million people) would be afflicted by COVID-19 during June to September 2021.
https://www.cognitivemarketresearch.com/privacy-policyhttps://www.cognitivemarketresearch.com/privacy-policy
According to Cognitive Market Research, the global Social Discovery Software market size will be USD 2514.2 million in 2024. It will expand at a compound annual growth rate (CAGR) of 17.20% from 2024 to 2031.
North America held the major market share for more than 40% of the global revenue with a market size of USD 1005.68 million in 2024 and will grow at a compound annual growth rate (CAGR) of 15.4% from 2024 to 2031.
Europe accounted for a market share of over 30% of the global revenue with a market size of USD 754.26 million.
Asia Pacific held a market share of around 23% of the global revenue with a market size of USD 578.27 million in 2024 and will grow at a compound annual growth rate (CAGR) of 19.2% from 2024 to 2031.
Latin America had a market share of more than 5% of the global revenue with a market size of USD 125.71 million in 2024 and will grow at a compound annual growth rate (CAGR) of 16.6% from 2024 to 2031.
Middle East and Africa had a market share of around 2% of the global revenue and was estimated at a market size of USD 50.28 million in 2024 and will grow at a compound annual growth rate (CAGR) of 16.9% from 2024 to 2031.
In the Social Discovery Software Market, the Web-based segment is the fastest growing
Market Dynamics of the Social Discovery Software Market
Key Drivers for the Social Discovery Software Market
Personalization and User Experience
Personalization and user experience are leading drivers in growth in the Social Discovery Software market. Consumers increasingly want experiences that are unique to their individuality and preferences. Advanced algorithms and machine learning will enable platforms to examine users' behavior, providing more tailored content, recommendations, and connectivity. It thereby enhances the user experience, encourages more engagement, and boosts user satisfaction so that they spend more time on these sites. With greater user-friendliness and intuitive discovery tools, social is less intimidating and more attractive to new online networkers, personalization is a method of enhancing user loyalty and word-of-mouth referrals, contributing also to market growth.
Restraint Factor for the Social Discovery Software Market
Privacy and Data Security Concerns
Privacy and data security issues are a hindrance to the massive development of the Social Discovery Software market. People realize how their personal information is collected, and their understanding puts them at a distance from applications that do not take data protection seriously. Hacking incidences and other similar scandals have made users wary and push for privacy-oriented alternatives. Besides that, regulatory requirement like GDPR creates compliance costs and operational woes for these companies operating in this space. The associated costs as well as operational challenges do form a challenge to user acquisition and retention hence limiting the market expansion and innovation potential.
Impact of Covid-19 on the Social Discovery Software Market
The Covid-19 pandemic has greatly affected the Social Discovery Software Market, since it hastened the momentum through digital interactions and online communities. In lockdowns and social distancing, more people utilized social discovery to connect, engage, and even build relationships through virtual means. An increase in demand encourages software vendors to enhance their offerings, especially those features that bolster user engagement as well as safety. The other consequence of this increased dependency upon digital solutions to socialize is that it leads to stiff competition among the social networking sites, and companies are compelled to innovate and make the experiences they provide more interactive.
Opportunity for the Social Discovery Software Market
Increasing social networking and digital engagement will provide an opportunity for the market
Rising social networking and digital engagement are important for the Social Discovery Software market. As more people are switching to online platforms as a means of communication, entertainment, and interaction, social discovery software becomes in higher demand. This trend is most prevalent amongst younger age groups that actively seek to enlarge their social networks as well as engage with diverse communities. Digital offerings of smartphones and internet accessibility facilitate ease of connectivity and the sharing of ...
CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
License information was derived automatically
AbstractThis study reports a comprehensive empirical investigation of the nature and correlates of anti-mask attitudes during the COVID-19 pandemic. Accumulating evidence underscores the importance of facemasks, as worn by the general public, in limiting the spread of infection. Accordingly, mask wearing has become increasingly mandatory in public places such as stores and on public transit. Although the public has been generally adherent to mask wearing, a small but vocal group of individuals refuse to wear masks. Anti-mask protest rallies have occurred in many places throughout the world, sometimes erupting violently. Few empirical studies have examined the relationship between anti-mask attitudes and mask non-adherence and little is known about how such attitudes relate to one another or other factors (e.g., non-adherence to social distancing, anti-vaccination attitudes). To investigate these issues, the present study surveyed 2,078 adults from the US and Canada. Consistent with other surveys, we found that most (84%) people wore masks because of COVID-19. The 16% who did not wear masks scored higher on most measures of negative attitudes towards masks. Network analyses indicated that negative attitudes about masks formed an intercorrelated network, with the central nodes in the network being (a) beliefs that masks are ineffective in preventing COVID-19, and (b) psychological reactance (PR; i.e., an aversion to being forced to wear masks). These central nodes served as links, connecting the network of anti-masks attitudes to negative attitudes toward SARSCoV2 vaccination, beliefs that the threat of COVID-19 has been exaggerated, disregard for social distancing, and political conservatism. Findings regarding PR are important because, theoretically, PR is likely to strengthen other anti-masks attitudes (e.g., beliefs that masks are ineffective) because people with strong PR react with anger and counter-arguments when their beliefs are challenged, thereby leading to a strengthening of their anti-mask beliefs. Implications for improving mask adherence are discussed. MethodsSPSS file.
https://www.cognitivemarketresearch.com/privacy-policyhttps://www.cognitivemarketresearch.com/privacy-policy
According to Cognitive Market Research, the global telecom service market size was USD 1794.9 billion in 2022 and will grow at a compound annual growth rate (CAGR) of 6.60% from 2023 to 2030. How are the Key Drivers Affecting the Telecom Services Market?
Rise in Investment in Wireless Communications of the Future help in the Growth of the Market
The demand is driven by higher expenditure on next-generation wireless communication setups due to preferences shifting toward 5G networks and cloud-based technology. The market is expected to increase fast as a result of rising demand for high-speed data connectivity, increasing worldwide digitalization, and the proliferation of OTT platforms. The proliferation of 5G-enabled smartphones in every country is a major driver of market expansion. The epidemic has increased the market's size as well. Around the world, entertainment platforms have gained enormous popularity when individuals are alone at home.
For instance, In 2023, the global telecommunications market is predicted to grow strongly, with forecasted global spending of 1.5 trillion US dollars. This is a 2.8 percent increase over the projected expenditure for 2022. In a time of flexible work, the dependability of telecom services has grown more crucial as businesses and governments see the significance of telecom investment in the digital economy.
(Source:www2.deloitte.com/us/en/pages/technology-media-and-telecommunications/articles/telecommunications-industry-outlook.html)
The Factors are Hindering the Growth of the telecom services market
Network Congestion and Capacity Limitations Hinder Market Growth
As the demand for data and connectivity continues to grow, networks can become congested, leading to degraded service quality and slower data speeds. The rapid increase in data consumption due to streaming, online gaming, video conferencing, and other bandwidth-intensive activities substantially strains existing network infrastructure. This need is increased further by the expansion of Internet of Things (IoT) devices and the deployment of 5G networks, which allow for ever more data-hungry applications.
Impact Of COVID-19 on the Telecom Services Market
With lockdowns and social distancing measures in place, there was a surge in remote work, online education, and virtual events, leading to an increased demand for reliable internet and telecom services. Data traffic and usage patterns shifted as more people accessed online services from their homes. Voice call and messaging services experienced a temporary resurgence as people sought to stay connected with friends and family during lockdowns. In some regions, voice traffic increased significantly. For instance, Italy saw a 70% increase in national voice traffic during the early days of the pandemic. Introduction of Telecom Services
Networks for communications serve as essential infrastructure for businesses and consumers everywhere. The health of local telecommunications networks is frequently linked to the rate of innovation and development in a given area or industry, with digital transformation pushing a growing demand for speed and dependability. Network operators are looking to install next-generation networks to meet these expectations. The telecom sector has experienced rapid growth in recent years. The constant need for network optimizations, the high level of network performance, technological developments such as SDN, 5G, and NFV, rising smartphone usage and BYOD trends, and the rise in cyberattacks will all contribute to the telecom managed services market's expansion throughout the forecast period.
For instance, in May 2023, the Worldwide Semiannual Telecom Services Tracker from International Data Corporation (IDC) estimated that global spending on telecom and pay-TV services will reach $1,478 billion in 2022, up 2.2% from the previous year. IDC predicts that global spending on telecom and pay TV services will rise 2.0% in 2019 to $1,541 billion.
https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy
The size of the Asia Pacific Food Platform-to-Consumer Delivery Industry market was valued at USD XX Million in 2023 and is projected to reach USD XXX Million by 2032, with an expected CAGR of 10.52% during the forecast period. The Asia-Pacific food platform-to-consumer delivery industry encompasses the services and technology facilitating the direct delivery of food from restaurants, grocery stores, and other food providers to consumers’ doorsteps. This rapidly evolving sector has gained significant traction due to changing consumer preferences, urbanization, and advancements in technology. The convenience of having meals and groceries delivered directly to homes has become increasingly appealing, particularly in densely populated urban areas where busy lifestyles demand time-saving solutions. The COVID-19 pandemic accelerated the growth of this industry, as lockdowns and social distancing measures compelled consumers to seek safe, contactless dining options. Major players in this market, such as Foodpanda, Zomato, and Deliveroo, have established robust platforms that connect consumers with a wide variety of food options, ranging from local eateries to large restaurant chains. These platforms utilize sophisticated algorithms and user-friendly interfaces to enhance the ordering experience and optimize delivery logistics. The industry is characterized by fierce competition, leading to innovations in delivery methods, such as the use of drones and autonomous vehicles, to improve efficiency and reduce delivery times. Recent developments include: August 2022: The introduction of GrabFood in Phnom Penh was announced by Grab following a successful four-month "beta" test in the capital. GrabFood is the top meal delivery service in Southeast Asia, connecting customers to a wide range of food and drink options and providing on-demand delivery to customers' doors. With the new service, customers may save up to 50% when they order from GrabFood no matter how far away the restaurant or cafe is from the user's location., August 2022: Uber Eats has planned to lessen the stress on delivery drivers using their network to match the rising cost of living. With delivery bike media owner MotionAds, Uber Eats has excited to launch a partnership that would provide delivery personnel with a chance to supplement their income through top box advertising., August 2022: To reduce food waste and operating costs in the face of the nation's escalating inflation, Deliveroo Singapore has partnered with the social company TreeDots. The collaboration with TreeDots will give restaurants a way to reduce food procurement expenses for a variety of high-quality goods and maintain profitable profit margins.. Key drivers for this market are: Increasing Mobile Penetration, Surge in Internet Penetration; Ease of Access and Discount on orders. Potential restraints include: High Cost of Forestry Equipment, Lack of Information About Forestry Equipment. Notable trends are: Smart Phones and Internet Penetrations in the region are driving the Market.
Bumble Inc. is the parent company of online dating and social networking services Bumble and Badoo. In 2024, revenues generated by the Bumble app amounted to approximately 866 million U.S. dollars, while Badoo and other apps generated 205 million USD. In 2019, Bumble revenues surpassed Badoo and other services combined, making up 55 percent of the company's revenue. Is the popularity of online dating here to stay? Due to the global outburst of coronavirus pandemic, users worldwide have been relying on web and mobile applications to meet new people and find romance while social distancing. According to an April 2020 survey of online dating app users in the United States, 31 percent of responders were using dating apps somewhat more than before the coronavirus pandemic. While vaccination plans roll out and social distancing measures are expected to ease in several countries, online dating will remain part of internet users’ online experience, with both Match Group and Bumble Inc forecasting a surge in usage for the summer of 2021. Match Group versus Bumble Inc. As of July 2023, Bumble and Badoo figured in leading positions among the most downloaded dating apps worldwide. However, Tinder ranked as the most popular dating app by far with more than six million monthly downloads. Tinder was launched in 2012 and was acquired by Match Group in 2017, consistently scoring as the leading application in the company’s online dating brands portfolio since. Match Group owns, among others, the eponymous Match.com, millennial-targeting app PlentyofFish, and Japan’s leading dating app Pairs. The company grossed more than three billion U.S. dollars in 2021, with annual revenues experiencing a constant increase over the years. Bumble was launched in 2014 under Badoo’s MagicLab umbrella, only to take over at the end of 2019 with Bumble Inc. becoming the parent company of online dating services Bumble and Badoo. The company, which went public in February 2021, reported more than 276 million U.S. dollars in revenues for the third quarter of 2023.
https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy
The global read webtoons online market size was valued at approximately USD 3.5 billion in 2023 and is projected to reach around USD 9.8 billion by 2032, exhibiting a Compound Annual Growth Rate (CAGR) of 12.1%. This impressive growth trajectory is fueled by increasing smartphone penetration, the rising popularity of digital content consumption, and the expanding global internet user base. The burgeoning demand for diverse visual storytelling formats and the innovative business models employed by webtoon platforms are additional factors driving this market.
The growth of the read webtoons online market is significantly driven by technological advancements and the proliferation of smartphones. The widespread adoption of mobile devices has made it easier for users to access webtoons anytime and anywhere, contributing to the substantial increase in user engagement. Furthermore, the seamless integration of webtoon platforms with social media networks has amplified their visibility and popularity, thereby attracting a larger audience base. The ability to share webtoons and recommendations across various social media platforms has also enhanced the virality of content, leading to exponential growth in user numbers.
Another critical growth factor is the ever-increasing demand for diverse and innovative content. Users are constantly on the lookout for fresh and engaging storytelling formats, and webtoons offer a unique blend of visual and textual narratives that appeal to a wide range of audiences. The variety of genres available, from romance and fantasy to horror and comedy, ensures that there is something for everyone, thus broadening the marketÂ’s appeal. Additionally, the interactive features of webtoon platforms, such as comments and ratings, have fostered a sense of community among users, further boosting engagement and retention rates.
The global COVID-19 pandemic has also played a pivotal role in accelerating the growth of the read webtoons online market. With lockdowns and social distancing measures in place, people turned to digital entertainment options to pass the time and stay connected. The increased screen time and the search for new forms of entertainment led to a surge in webtoon readership. This shift in consumer behavior is expected to have a lasting impact, as many users who discovered webtoons during the pandemic are likely to continue their consumption habits even after the situation normalizes.
Regionally, the Asia Pacific holds the largest market share in the read webtoons online market, driven by countries like South Korea, Japan, and China, where webtoons originated and are immensely popular. The North American market is also witnessing significant growth due to the increasing popularity of manga and anime, which have similar visual storytelling styles. Europe and Latin America are emerging markets with considerable potential, while the Middle East & Africa region is gradually catching up, propelled by the expanding internet infrastructure and increasing digital content consumption.
In addition to webtoons, the trend of Read Comics Online has gained significant traction, providing enthusiasts with a vast array of comic genres and styles to explore. This digital shift allows readers to access a plethora of comics from different cultures and backgrounds, enriching their reading experience. The convenience of reading comics online eliminates the need for physical storage and offers instant access to new releases and classic favorites alike. As more platforms embrace this digital format, the availability and diversity of comics continue to expand, catering to a global audience eager for engaging narratives and stunning artwork.
The read webtoons online market can be segmented by platform type into mobile apps and websites. Mobile apps dominate this segment due to the convenience and accessibility they offer to users. With the majority of the global population owning smartphones, mobile apps provide a seamless experience for reading webtoons on-the-go. The user-friendly interfaces, offline reading capabilities, and push notifications for new updates are some of the features that enhance user engagement on mobile apps. Additionally, many webtoon platforms have developed specialized mobile apps that cater to regional preferences, further driving their popularity.
Websites also play a crucial role in the read webtoons online market
https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy
The global 5G in Telemedicine market size is anticipated to grow significantly, from an estimated $5 billion in 2023 to approximately $23 billion by 2032, reflecting a robust CAGR of 18.5%. This growth is driven by several factors, including the increasing demand for remote healthcare services, advancements in telecommunication technologies, and the necessity for real-time medical data transmission.
The integration of 5G technology into telemedicine is set to revolutionize the healthcare industry by providing ultra-fast and reliable connectivity. One of the critical growth factors is the rising prevalence of chronic diseases and the consequent need for continuous monitoring and management. The ability of 5G to support high-speed data transfer, low latency, and high device density is expected to enhance the effectiveness and efficiency of telemedicine services, thereby contributing significantly to market expansion.
Another key growth driver is the technological advancements in medical devices and telecommunication infrastructure. The deployment of 5G networks enables the seamless integration of advanced telemedicine applications such as tele-surgery, real-time patient monitoring, and virtual consultations. These applications require significant bandwidth and low latency, which are optimally provided by 5G technology. The increasing investment by governments and private entities in building 5G infrastructure is further expected to propel market growth.
The COVID-19 pandemic has acted as a catalyst for the telemedicine market, accelerating the adoption of digital healthcare solutions. The need for social distancing and the necessity to reduce hospital visits has led to a surge in demand for telemedicine services. This trend is expected to continue even post-pandemic, as healthcare providers and patients recognize the convenience and efficiency of remote healthcare. The enhanced capabilities of 5G networks will further solidify this trend, driving substantial market growth in the coming years.
From a regional perspective, North America is expected to dominate the 5G in Telemedicine market, owing to the advanced healthcare infrastructure, high adoption rates of new technologies, and supportive government policies. However, significant growth is also expected in the Asia Pacific region, driven by the large population base, increasing smartphone penetration, and substantial investments in 5G infrastructure by countries like China and India.
The 5G in Telemedicine market can be segmented by components into hardware, software, and services. Each component plays a pivotal role in the functioning and success of telemedicine solutions. The hardware segment includes devices such as telemedicine carts, digital stethoscopes, and other diagnostic devices. With the integration of 5G, these devices are set to become more advanced, offering higher resolution imaging, real-time data transmission, and enhanced connectivity features.
Software is another critical component, encompassing telemedicine platforms, electronic health records (EHR), and other healthcare management solutions. The software segment is expected to witness considerable growth, driven by the increasing demand for comprehensive telemedicine platforms that offer seamless integration with various medical devices and patient management systems. The software solutions enable healthcare providers to offer virtual consultations, remote monitoring, and integrated healthcare services, thus enhancing patient outcomes and operational efficiency.
The services segment includes various offerings such as installation, maintenance, consulting, and training services. As healthcare providers increasingly adopt telemedicine solutions, the demand for these services is expected to rise. The deployment of 5G networks will necessitate specialized services for setting up and maintaining advanced telecommunication infrastructure, thereby driving growth in this segment. Furthermore, consulting services will be crucial in guiding healthcare providers on the best practices and strategies for integrating 5G-enabled telemedicine solutions into their workflows.
Overall, the component analysis highlights the interdependence of hardware, software, and services in delivering effective 5G-enabled telemedicine solutions. The synergy between these components will be essential in achieving the desired outcomes in terms of improved patient care, operational efficiency, and cost-effectiveness. As the market continues to
Not seeing a result you expected?
Learn how you can add new datasets to our index.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
The 2019 newfound Coronavirus (COVID-19) still remains as a threatening disease of which new cases are being reported daily from all over the world. The present study aimed at estimating the related rates of morbidity, growth, and mortality for COVID-19 over a three-month period starting from Feb, 19, 2020 to May 18, 2020 in Iran. In addition, it revealed the effect of the mean age, changes in weather temperature and country’s executive policies including social distancing, restrictions on travel, closing public places, shops and educational centers. We have developed a combined neural network to estimate basic reproduction number, growth, and mortality rates of COVID-19. Required data was obtained from daily reports of World Health Organization (WHO), Iran Meteorological Organization (IRIMO) and the Statistics Center of Iran. The technique used in the study encompassed the use of Artificial Neural Network (ANN) combined with Swarm Optimization (PSO) and Bus Transportation Algorithms (BTA). The results of the present study showed that the related mortality rate of COVID-19 is in the range of [0.1], and the point 0.275 as the mortality rate provided the best results in terms of the total training and test squared errors of the network. Furthermore, the value of basic reproduction number for ANN-BTA and ANN-PSO was 1.045 and 1.065, respectively. In the present study, regarding the closest number to the regression line (0.275), the number of patients was equal to 2566200 cases (with and without clinical symptoms) and the growth rate based on arithmetic means was estimated to be 1.0411 and 1.06911, respectively. Reviewing the growth and mortality rates over the course of 90 days, after 45 days of first case detection, the highest increase in mortality rate was reported 158 cases. Also, the highest growth rate was related to the eighth and the eighteenth days after the first case report (2.33). In the present study, the weather variant in relationship to the basic reproduction number and mortality rate was estimated ineffective. In addition, the role of quarantine policies implemented by the Iranian government was estimated to be insignificant concerning the mortality rate. However, the age range was an ifluential factor in mortality rate. Finally, the method proposed in the present study cofirmed the role of the mean age of the country in the mortality rate related to COVID-19 patients at the time of research conduction. The results indicated that if sever quarantine restrictions are not applied and Iranian government does not impose effective interventions, about 60% to 70% of the population (it means around 49 to 58 million people) would be afflicted by COVID-19 during June to September 2021.