Population Health Management Market Worth $150.6 billion By 2027

The global population health management market is expected to reach USD 150.6 billion by 2027, registering a CAGR of 21.1% over the forecast period, according to a new report by Grand View Research, Inc. The need for population health services that combine multiple functionalities is increasing due to the complex nature of care delivery and payment models. Population health management (PHM) solutions can process clinical, financial, and operational data that help improve efficiency and patient care. The health management program is also witnessing changes in medical reimbursement due to the increasing emphasis on value-based payment (VBP) and Accountable Care Organizations (ACOs). In addition, the convenience offered by value-based payment models is responsible for the increased adoption of population health solutions by ACOs.

ACOs, consisting of hospitals, clinics, and other healthcare providers, collaborate with the payers (private and public) to provide high-quality care to the patients. Private and public insurance providers have introduced various disease management programs that help in the treatment of chronic illnesses. These multidisciplinary efforts are expected to result in efficient treatment outcomes and are likely to suggest the best suitable courses of action that need to be undertaken. Successful large-scale trials in the U.S. have enabled significant advancements in disease management programs.

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https://www.grandviewresearch.com/industry-analysis/population-health-management-phm-market

Further key findings from the report suggest:

PHM software offers predictive data analytics, which can be applied for interpreting population characteristics from unstructured clinical data
The services product segment held a majority of the market share in 2019, as healthcare providers prefer in-house maintenance services
Healthcare providers held the largest market share of the end-use segment in 2019. The providers can focus effectively on patient-centric care and reducing overall costs
North America was the largest regional market in 2019 and is likely to retain its position over the forecast period, as the providers, payers, providers-payers, and accountable care organizations promote the use of PHM services
Asia Pacific population health management market is expected to witness the fastest growth in the coming years due to rising healthcare expenditure and improving healthcare infrastructure in the region
Allscripts, McKesson Corporation, and Cerner Corporation are some of the key PHM market players. Acquisitions and business partnerships with other market players are some of the strategic initiatives undertaken by these companies to strengthen their market presence

Patient Engagement Solutions Market Size Worth $41.7 Billion By 2027

The global patient engagement solutions market size is expected to reach USD 41.7 billion by 2027, according to a new report by Grand View Research, Inc., registering a CAGR of 17.3% over the forecast period. The market is expected to register exponential growth due to the adoption of m-health; increasing prevalence of chronic conditions such as diabetes, asthma, and arthritis; improved healthcare services; enhanced patient education; patient data tracking; and diagnostic treatment.

In July 2019, a bipartisan group in Congress in U.S. introduced a new legislation that would allocate a fund of USD 25 million in grants for local, state, and tribal governments to develop Social Determinants Accelerator Plan with the aim to improve tracking and coordinating patient outcomes. Such initiatives are anticipated to drive the demand for these services over the forecast period.

Moreover, in March 2019, the American Medical Association entered into a collaboration with PatientPoint with the aim to access point of care to help prevent the occurrence of cardiovascular diseases and type 2 diabetes. Using PatientPoint technology, approximately 6,500 practicing doctors across U.S. are expected to educate individuals regarding disease prevention. Programs such as these are expected to drive market growth over the forecast period.

Some of the major market players are Allscripts Healthcare Solutions, Orion Health Ltd., Cerner Corporation, and McKesson Corporation, which collectively account for a substantial market share owing to their extensive product offerings. Moreover, key players are focusing on expanding their portfolio to gain competitive edge over their competitors. For instance, in October 2019, IQVIA launched Orchestrated Patient Engagement, a new cloud-based software as a service (SaaS) solution that narrows the gap between patients and life sciences companies by facilitating insights and interactions.

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https://www.grandviewresearch.com/industry-analysis/patient-engagement-solutions-market

Further key findings from the report suggest:

Web-based/cloud-based emerged as the largest delivery type segment in 2019 as it supports hassle-free information flow between patients and healthcare providers. Moreover, bulk data can be stored in these platforms and enable remote access
The software segment dominated the market in 2019, owing to continuous development in patient engagement solutions along with its increasing applications in consulting, education, and implementation. Software solutions are easy to install and use, enable quick access to specific drug information, and enable healthcare providers to digitally upload prescriptions
Rising prevalence of chronic diseases such as cardiovascular diseases, obesity, and diabetes, which require constant monitoring, is expected to drive the demand for these services in the coming years
Chronic diseases dominated the market in 2019 owing to the associated benefits of these solutions in chronic disease management. These solutions help patients connect with their healthcare providers from remote locations, thereby enabling streamlined flow of information, patient feedback, and other health-related data
North America dominated the global patient engagement solutions market in 2019 owing to increased adoption of m-health and electronic health record (EHR) and growing investments in patient engagement software by major companies
Companies are adopting various strategies to sustain competition. New product/solution development, partnerships, mergers, acquisitions, strategic collaborations, and geographical penetration are some of the key strategies adopted by market players

Video Analytics Market Size Worth $9.4 Billion By 2025

The global video analytics market size is expected to reach USD 9.4 billion by 2025, according to a new study by Grand View Research, Inc., registering a 22.8% CAGR over the forecast period. Increasing demand for intelligent security surveillance systems, which can be used for estimating key trends and deriving patterns, is the key factor driving the market growth. In addition, increasing concerns over public safety and the use of video analytics in criminal investigations are positively impacting demand for video analytics solutions.

Apart from surveillance, video analytics solutions have also found increasing applications in the retail sector for estimating average footfall, gender bifurcation, display effectiveness, and attractiveness of shelf space. Furthermore, superstores and mega marts have started implementing these systems to gain insight into consumer behavior.

The use of advanced algorithm technology in video analytics enables the examination of captured videos frame by frame, irrespective of light exposure, thereby making video analytics a reliable and efficient choice for ensuring security. Furthermore, industries such as transportation, retail, and healthcare are witnessing a significant increase in the adoption of video analytics, owing to rising application of intrusion detection, license plate recognition, crowd management, and congestion detection in these industries.

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https://www.grandviewresearch.com/industry-analysis/video-analytics-market

Further key findings from the study suggest:

Facial recognition is expected to emerge as the fastest-growing application segment with a CAGR of 25.9% from 2017 to 2025. This can be attributed to the widening scope of facial recognition solutions for surveillance purposes at malls, events, airports, and public transport, among others
By type, the services segment is projected to register the highest CAGR of 24.0% for the next eight years. This can be attributed to increasing demand for and installation of video analytics solutions, which are, in turn, propelling demand for related managed and professional services
The cloud segment is anticipated to emerge as the most preferred deployment option for video analytics solutions as it offers flexibility and convenience, allows remote access, and provides easy maintenance
North America accounted for the largest share in 2016 and is driven by the presence of prominent market players who consistently work on developing new and innovative technologies in video analytics
The retail end-use segment is anticipated to register the highest CAGR of 25.6% over the forecast period. This may be attributed to the use of video analytics in applications such as people counting, display and promotion effectiveness, product placement and store layout, and customer preference pattern analysis
Asia Pacific is expected to experience the highest growth from 2017 to 2025, driven by emerging economies such as India and China. These nations are expected to augment their expenditure on intelligent and security surveillance systems
Key industry participants include Cisco Systems, Inc.; Axis Communications AB; Bosch Security Systems GmbH; Agent Video Intelligence Ltd.; Honeywell International Inc.; IBM Corporation; AllGoVision Technologies Pvt. Ltd.; Genetec Inc.; Aventura Inc.; and i2v System Pvt. Ltd.

Revenue Assurance Market Size Worth $8.71 Billion By 2027

The global revenue assurance market size is projected to reach USD 8.71 billion by 2027, expanding at a CAGR of 11.1% from 2020 to 2027, according to a study conducted by Grand View Research, Inc. Revenue assurance is a prime factor that upholds operators’ margins. It mainly focuses on the important areas such as detecting leakage of revenues, correcting, or fixing the issue and then ensuring that changes are made to avoid recurring issues. It is imperative for operators to assess the complete lifecycle of capturing and identifying data leakages and recovering them to prevent revenue loss and establish a building block for fee or income transparency.

The telecommunication industry has undergone a rapid evolution. Technological advancements in regards with artificial intelligence (AI) capabilities, 5G networks, and IoT have mainly been led by the need to offer tailored services and applications effortlessly to users in a pervasive manner. Significant changes are expected to take place in existing telecommunications networks and service infrastructure for offering new and converged services across the heterogeneous access networks to a wide range of end users. For instance, changes in voice calling and networks have exposed many carriers to revenue losses. The deficiency of quality arises from concerns such as call routing across multiple networks. Poor or inadequate call quality compromises the customer experience and revenue is often delayed through inter-carrier differences over fair charges and the service quality delivered. This transformation in itself is a huge challenge for operators since they need to safeguard their unique and evolving infrastructure from fraud and revenue assurance threats.

Growing business complexities are expected to catapult the demand for revenue assurance solutions and services over the forecast period. An increase in complication of networks and services, coupled with rising usage of technology by fraudsters, is also expected to boost the demand for revenue assurance over the forecast period. The revenue streams processes have become complex due to rising number of participants and types of services being offered. Despite the improved technology infrastructure, revenue leakage occurs at several points alongside the revenue flow and are possibly very significant.

Nevertheless, lack of organizational empowerment and shortage of skilled personnel may pose a challenge to market growth. End-use industries often lack their responsibility towards empowering their resources and refuse to spend extra in investing in revenue assurance solutions and services, which is expected to restrain the demand in the years to come. Additionally, with millions of subscribers, a range of new and innovative products, customized solutions, operational support services, including order fulfillment, service configuration, billing, and customer care, are becoming complex. Hence, the cost of handling these operations requires skilled resources, thereby increasing the financial overhead. Lack of emphasis on change frequently leads to severe instances, which have a financial impact like unexpected revenue leakages that affect billing due to changes in the network, particularly if risk management activity is absent or weak. This is further projected to pose a challenge to market growth.

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https://www.grandviewresearch.com/industry-analysis/revenue-assurance-market

Further key findings from the report suggest:

By deployment model, the cloud segment is expected to expand at the fastest CAGR of 13.21% over the forecast period. Owing to rising inclination towards cloud-based solutions, major players in the market are investing in cloud-based applications and are supporting the telecom operators to reduce revenue frauds
Based on end-use vertical, the telecom sector accounted for 35.04% share in 2019 and is expected to witness fastest growth over the coming years as revenue assurance is one of the major concerns affecting the telecom industry worldwide
Asia Pacific is expected to expand at the highest CAGR of 15.1% over the forecast period owing to the high amount of revenue leakages in the region.

Motor Monitoring Market Size Worth $3.1 Billion By 2027

The global motor monitoring market size is expected to reach USD 3.1 billion by 2027, registering a CAGR of 8.3% over the forecast period, according to a new study conducted by Grand View Research, Inc. Energy costs are a major part of operating expenditures of any facility, and motors account for the majority of those expenses. Monitoring motor performance helps in extending the life of the motor, improving reliability, and reducing the facility’s overall operating cost. Moreover, monitoring motor performance with highly trained workers using advanced equipment enables facilities to dictate their own downtime, improve plant operations, and identify poorly functioning equipment quickly. All these factors are anticipated to drive the market over the forecast period.

Motor monitoring is the collection, sorting, and analysing of streamed data with the help of detectors, sensors, diagnostic software and so on and has its application in several industry verticals including oil & gas, power generation, aerospace & defense, automotive, and others. Motor monitoring cannot be done properly through manual methods, as it leads to unanticipated outages, failures and unexpected financial losses. Motor monitoring systems help record the undesired changes at an early stage, and are then rectified by the analysis. Therefore, these systems are being extensively used for improving the overall productivity of the organization.

The market is highly influenced by several factors including increasing prominence of predictive maintenance and rising demand to minimise revenue loss caused due to motor faults. Rising popularity of wireless technologies across various sectors, such as manufacturing, is also contributing to the market growth. In addition, adoption of cloud computing platform is also anticipated to leverage huge growth opportunity for the market over the forecast period.

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https://www.grandviewresearch.com/industry-analysis/motor-monitoring-market

Further key findings from the report suggest:

The market is driven by the development of advanced motor monitoring sensors, huge investments in developing countries, and technological advancements in AI and IoT
On-premise deployment segment is likely to lead the market. On-premise deployment is more secure and helps collect accurate data in real time, with enough lead time to resolve faults at early stage
Online monitoring process is anticipated to be the largest as well as fastest-growing segment from 2020 to 2027 as it offers more detailed monitoring and analysis as compared to portable systems
The automotive industry is under continuous pressure to improve performance in a cost-sensitive and competitive environment and is expected to witness the fastest CAGR over the forecast period
Asia Pacific is expected to register the fastest CAGR from 2020 to 2027 owing to continuous business expansions and infrastructure development in the region
Increasing demand for effective scheduling of machine maintenance along with speculation of equipment failure across several industries, such as oil & gas and manufacturing, is the major factor driving the market growth in North America

Automated Fingerprint Identification System Market Worth $12.46 Billion By 2025

The global automated fingerprint identification system (AFIS) market size is projected to reach USD 12.46 billion by 2025, according to a new study conducted by Grand View Research, Inc. It is anticipated to expand at a CAGR of 18.4% over the forecast period. Increasing demand for advanced security systems across various business domains is expected to boost the growth. In addition, rising adoption of mobile payment solutions and demand for integrated AFIS solutions are expected to fuel the expansion.

AFIS is increasingly used to cater to the safety and security needs of individuals and organizations, on account of growing number of threats across the globe. A biometric identification system is difficult to circumvent. Systems based on this technology provide a secure identification and verification mechanism to mitigate the level of transaction frauds and security breaches. This factor is expected to drive the demand for automated fingerprint identification systems over the forecast period.

Smart homes are equipped with advanced security systems such as fingerprint access control. Additionally,existing building retrofits are installing biometric security systems to counter thefts and malicious entries. This is further expected to boost the market growth. Furthermore, increasing terrorist activities and theft cases have compelled governments to deploy AFIS solutions in various government agencies, which, in turn, is expected to drive the market in near future.

The rising demand for AFIS technology in enterprises to monitor the attendance of employees is expected to propel the market growth. Developers are focusing on introducing automated fingerprint identification systems that can withstand extreme conditions and can be used suitably across various industries, including manufacturing, IT and telecommunication, construction, and oil and gas, among others.

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https://www.grandviewresearch.com/industry-analysis/automated-fingerprint-identification-system-market

Further key findings from the report suggest:

Software segment is anticipated to account for a significant market share over the forecast period owing to the advantages offered by biometric identity and security software
Government segment is expected to account for a significant market share over the forecast period owing to the increasing use of AFIS technology in e-governance applications and law and enforcement agencies
North America is expected to continue to lead the market over the forecast period and reach USD 4.05 billion by 2025. Growing adoption of AFIS by law enforcement agencies for criminal identification is anticipated to propel regional market
Key companies operating in the Automated Fingerprint Identification System (AFIS) market include Gemalto NV; NEC Corporation; Crossmatch; IDEMIA; Dermalog Identification Systems GmbH; SUPREMA; Fujitsu Limited; Sonda Technologies; HID Global Corporation; Papillon Systems; East Shore Technologies, Inc.; and AFIX Technologies.

Biosimulation Market Size Worth $3.77 Billion By 2024

The global biosimulation market size is expected to reach USD 3.77 billion by 2024, according to a new report by Grand View Research, Inc., registering a CAGR of 15.4% during the forecast period. Soaring need for advanced generation therapeutics owing to the growing prevalence of chronic diseases, such as cancer and diabetes, is stoking the growth of the biosimulation market.

Moreover, the rising geriatric population worldwide is playing an imperative role in the growth of the market. Aged people are highly susceptible to chronic diseases, which is augmenting the need for highly efficacious drugs. In addition, a growing number of drug resistance cases, high drug relapse rates, and limited availability drugs to treat diseases such as AIDS are leading to high clinical urgency for the adoption of biosimulation in applications such as drug development and drug discovery.

Surging demand for biosimulation software and services can also be attributed to their higher cost-efficiency. This cost efficiency is a result of ability to predict toxicity, adverse reactions, and efficacy of investigational drugs during early stages of product development, thus limiting the probability of drug relapse & adverse events at later stages.

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https://www.grandviewresearch.com/industry-analysis/biosimulation-industry

Further key findings from the report suggest:

Software accounted for the largest share of the product segment in 2015 owing to growing adoption in personalized medicine resulting in improved patient outcomes
The services segment is expected to exhibit growth at a significant CAGR as a consequence of rising inclination of the big pharmaceutical companies to outsource their biosimulation process so as to reduce the overall cost
The drug discovery segment is predicted to witness a lucrative CAGR throughout the forecast period owing to the elimination of probable drug failures and prediction of unfavorable drug interactions
Drug development accounted for the largest share owing to growing usage of in silico software by major pharmaceutical & biotechnology companies for increased drug efficacy of their existing products by identification and evaluation of optimal synergistic combinations & dosage forms
In 2015, the pharmaceutical and biotechnology companies held a substantial share owing to growing efforts to develop better treatment options at a cheaper and faster rate through in silico biology models
Academic research institutes are anticipated to grow at consistent rate owing to the presence of various academic research groups involved in complex biological systems studies that use computer models, such as by the National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK)
In 2015, North America accounted for the majority share of the overall market as a result of increased usage of in silico models by regulatory authorities to ensure patient safety
Asia Pacific is predicted to spearhead the market as a consequence of increasing outsourcing research activities across this region
Key players are deploying collaborative strategies and expansion of product portfolio to capture a large share. For instance, in April 2016, Simulation Plus, Inc. introduced DDDPlus Version 5.0, an in-vitro dissolution experiment software that helps researchers in study of different drug dosage forms

Connected Retail Market Worth $53.75 Billion By 2022

The global connected retail market size is expected to reach USD 53.75 billion by 2022 according to a new report by Grand View Research, Inc. Increasing adoption of Internet of Things (IoT) across retail sector is expected to drive the connected retail market over the forecast period. IoT offers retailers opportunities in three important areas, the supply chain, customer experience, and new channels & revenue streams. Several retailers have successfully embraced IoT to help customers connect with the next-generation consumers, sophisticated technology, and leveraging connected devices.

Emerging retailing formats such as omni channel retailing are anticipated to fuel industry growth over the next seven years. Omni channel retailing offers a seamless and flexible shopping experience to customers by integrating and aligning channels. It creates opportunities for retailers to capture more sales and increase loyalty and brand awareness.

The widening presence of mobile devices and the expanded use of mobile networks such as e-commerce engines are expected to serve as facilitators for a unified online/offline retailing experience.

However, possibilities of unauthorized access to various IoT applications or breaking into the device connectivity system are expected to challenge the IoT connected devices industry.

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http://www.grandviewresearch.com/industry-analysis/connected-retail-market

Further key findings from the study suggest:

The hardware segment is expected to grow at a CAGR of over 19% over the forecast period. The software segment is expected to witness highest growth over the next seven years owing to increasing number of applications for retail industry. Emerging app-driven hardware and embedded software into connected devices and the capability to monetize such device features and functions may contribute to industry growth. Hardware segment comprises sensors, RFID and gateway components.
Bluetooth LE is expected to witness substantial growth, with a CAGR of over 25% over the forecast period due to significantly low power consumption. Bluetooth Low Energy has a very low transmission frequency, which greatly improves the power consumption. Wi-Fi technology dominated the market with the revenue share of over 32% in 2014.
Managed services segment is contributed to over 40% of the overall global revenue shares in 2014. Implementing these services reduces the IT costs and enables retailers to gain the technical advantage. Retailers are increasingly outsourcing services to reduce risks and focus on its core competencies.
Asia Pacific regional market is expected to grow at a CAGR of nearly 25% over the forecast period. Major manufacturers in the industry are based in China, owing to cheap labor and higher production capacities. Further, China is making heavy investments in IoT industry, which may contribute to market growth.
Key industry participants include Atmel Corporation, ARM Holdings PLC, Cisco Systems, Inc., IBM, Google, Inc., Intel Corporation, NXP Semiconductors N.V.,Microsoft Corporation, PTC, Inc., Softweb Solutions, Inc., SAP AG and Zebra Technologies Corporation.

Software Defined Networking Market Size Worth $70.4 Billion By 2024

The global software defined networking market size is estimated to reach USD 70.41 billion by 2024, according to a new report by Grand View Research, Inc. Software-defined networking (SDN) has witnessed a surge in its popularity in recent years and rightly so owing to the myriad benefits it offers over the existing legacy infrastructure. The SDN solutions provide centralized control and operational capabilities, which help the network administrators and engineers to respond quickly and efficiently. The SDN architecture comprises different tools and techniques, such as the controller, switches forwarding, and backplanes, among others, that make the systems more agile and flexible.

SDN acts as a bridge between the applications and routers and switches to relay information and data between them. As they provide a virtualized view of the network and storage, the SDN solutions help in deploying applications and services at a fast pace. The demand for SD solutions is anticipated to be on the rise as there is a growing necessity for the increasing operability and bandwidth of the carrier networks for service providers as well as large enterprises. The increasing data traffic due to increased mobile devices, social media cloud computing, and even the Internet of Things (IoT) is expected to propel the data traffic in the coming years, which will create a steep demand for enhanced networks.

The CapEX and OpEX reduction afforded by the software-defined networks, coupled with the pay-as-you-grow model, is helping the demand growth. The increasing applicability in the data center infrastructures and campus networks, as well as the presence of open source automation tools such as OpenStack, will fuel the market growth in the coming years. SD-WAN and convergence of SDN, NFV, and OpenFlow are the upcoming trends to watch for that may shape the developing industry.

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http://www.grandviewresearch.com/industry-analysis/software-defined-networking-sdn-market-analysis

Further key findings from the report suggest:

Software defined networking is anticipated to find Wide Area Networks (WAN) as the major use case in the coming years. Not only has SD-WAN been in the limelight of the SDN vendors for a long period now but the industry is also ripe for the adoption of the software-defined WAN for enterprises that are looking to replace the existing MPLS systems that had been de facto for most major organizations.
The software-defined networking market is dotted by some major players including VMware, Alcatel-Lucent (Nokia), International Business Machines, Cisco Systems, and Juniper. Other prominent industry players are Plexxi, NEC Corporation, Google Inc., Huawei Corp., Hewlett-Packard, Brocade Communication Systems, Big Switch Networks, and AT&T, among others. The emergence of new companies that cater to specific niche clients or provide capabilities targeting particular functionalities is also on the rise.
The new product development, industry players’ concentration on research and development activities, and developing cost-effective products for a differential industry are the major strategic plans adopted by the industry players. Also, there has been an increasing focus on the partnership and collaborations in the industry. For example, in March 2015, Brocade announced that it had completed the acquisition of the SteelApp business unit from Riverbed Technology. The SteelApp product line helped the Brocade data center deployments and enhanced the Vyatta Platform offering for the NFV and SDN solutions.

Artificial Intelligence In Healthcare Market Worth $31.3 Billion By 2025

The global artificial intelligence in healthcare market size is expected to reach USD 31.3 billion by 2025, growing at a CAGR 41.5% over a forecast period, according to a new report by Grand View Research, Inc. The rising demand to reduce healthcare costs, increasing adoption of precision medicine, growing importance of big data in healthcare, and declining hardware costs are some factors propelling adoption of AI technology in healthcare industry. Moreover, rise in potential applications of AI-based tools in medical care and growth in venture capital investments are anticipated to aid growth over the forecast period.

Rise in the number of cross-industry collaborations is anticipated to fuel growth. For instance, in March 2018,Microsoft announced partnership with Apollo Hospitals, one of the prominent healthcare systems in India. The partnership was focused on developing and deploying new machine learning models for predicting the risk of developing cardiac diseases and aid doctors in treatment planning. Increase in venture capital funding is a key factor propelling growth of AI start-ups, which is further contributing to market growth.

The adoption of AI in healthcare is increasing, as healthcare providers are focused on enhancing patient care further. The adoption of this technology in healthcare has various benefits, both patients and healthcare providers. AI enables personalized care, based on body constitution and past medical history. Moreover, the shortage of physicians in some countries is anticipated to increase demand for AI in healthcare.

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https://www.grandviewresearch.com/industry-analysis/artificial-intelligence-ai-healthcare-market

Further key findings from the study suggest:

In 2018, software solutions held the largest revenue share owing to the development of AI-based software solutions for the healthcare sector
Clinical trials held the largest revenue share in 2018, and this can be attributed to the growing focus of pharmaceutical companies on incorporating AI in automation of clinical trial processes.
North America held the largest revenue share, owing to high adoption of healthcare IT solutions in the region and availability of well-established healthcare infrastructure
Asia Pacific is expected to exhibit the fastest CAGR over the forecast period, owing to growing AI-based start-ups, improving healthcare IT infrastructure, and increasing adoption of advanced technologies.
Some key players are IBM Corporation; NVIDIA Corporation, Nuance Communications, Inc.; Microsoft; Intel Corporation; and DeepMind Technologies Limited