The Government of Alberta’s Enterprise Data Analytics Strategic Plan provides the framework that will enable a concerted and orchestrated approach to realize the value potential of the GoA’s data assets and to meet the emerging demands of a data driven enterprise.

Web traffic statistics for the top 2000 most visited pages on nyc.gov by month.

Government Open Data Management Platform Market Outlook

The global government open data management platform market size was valued at USD 2.5 billion in 2023 and is projected to reach USD 6.7 billion by 2032, growing at a compound annual growth rate (CAGR) of 11.5% during the forecast period. The rising emphasis on transparency, accountability, and citizen engagement by governments worldwide is a significant driving factor for this market's growth.

The proliferation of digital governance initiatives is one of the primary growth factors for the government open data management platform market. Governments across the globe are increasingly adopting digital platforms to improve public service delivery, enhance citizen engagement, and increase operational efficiency. By providing open access to data, these platforms enable better decision-making and foster innovation among various stakeholders, including businesses, researchers, and the general public. This trend is further accelerated by the growing demand for data-driven governance and public policies that are more responsive and accountable.

Moreover, advancements in data analytics and artificial intelligence (AI) are significantly contributing to the growth of the government open data management platform market. Modern open data platforms are increasingly incorporating sophisticated analytics tools and AI capabilities to offer more insightful and actionable data. These technological advancements enable governments to leverage large datasets for predictive analytics, enhancing their ability to anticipate and respond to public needs effectively. Additionally, the integration of AI in data management platforms helps in automating data processing tasks, thereby improving efficiency and reducing operational costs.

The increasing focus on smart city initiatives is another critical factor driving the demand for government open data management platforms. Smart cities rely heavily on data to optimize urban planning, improve traffic management, enhance public safety, and provide efficient public services. Open data platforms play a crucial role in these initiatives by providing a centralized repository for diverse data sets collected from various sensors and systems across the city. This data can be accessed and analyzed by different stakeholders to develop innovative solutions that address urban challenges and improve the quality of life for citizens.

Government Software plays a pivotal role in the development and implementation of open data management platforms. These software solutions are designed to meet the specific needs of government agencies, providing robust tools for data collection, analysis, and dissemination. By leveraging government software, agencies can ensure data accuracy, enhance transparency, and improve public service delivery. The integration of advanced features such as data visualization, predictive analytics, and machine learning within government software allows for more informed decision-making and policy formulation. As governments continue to prioritize digital transformation, the demand for specialized government software solutions is expected to rise, driving further growth in the open data management platform market.

From a regional perspective, North America holds a significant share of the government open data management platform market, driven by the early adoption of digital governance solutions and the presence of major technology providers in the region. Europe is also a prominent market, with several countries implementing open data policies to promote transparency and citizen participation. The Asia Pacific region is expected to witness substantial growth during the forecast period, supported by increasing government initiatives to digitize public services and the rising adoption of smart city projects. Latin America, the Middle East, and Africa are also anticipated to show promising growth, although at a comparatively slower pace due to varying levels of technological infrastructure and government investment in these regions.

Component Analysis

The government open data management platform market is segmented by component into software and services. Software components include the core data management platforms, which facilitate the collection, storage, and dissemination of open data. These software solutions are designed to handle large volumes of data and provide various functionalities such as data analytics, visualization, and integration. The increasi

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Government Open Data Management Platform Market Size 2024-2028

The government open data management platform market size is forecast to increase by USD 96.48 million at a CAGR of 9.73% between 2023 and 2028.

The market is experiencing significant growth due to the increasing demand for digitalization in government operations. This trend is driving the adoption of advanced technologies such as artificial intelligence (AI) and machine learning (ML) in open data management platforms. However, data privacy concerns remain a major challenge for market growth. As governments look to make more data available to the public, ensuring the security and confidentiality of sensitive information is paramount. This report provides a comprehensive analysis of these trends and challenges, offering insights into the market's future direction. The rising demand for transparency and accountability in government operations is also fueling the adoption of open data platforms.However, the implementation of stringent data security measures is essential to mitigate the risks associated with data breaches and unauthorized access. Overall, the market is expected to witness steady growth In the coming years, driven by the increasing adoption of digital technologies and the need for more efficient and effective government services.

What will be the Size of the Government Open Data Management Platform Market During the Forecast Period?

Request Free SampleThe market encompasses solutions that facilitate the enhancement, sharing, cataloging, storage, publication, and download of machine-readable data through central web portals. This market is experiencing significant growth due to the increasing demand for open data access from various stakeholders, including government employees, lay citizens, and civic hackers. An integrated software suite for open data management offers metadata management capabilities, data analytics tools, and machine learning algorithms to improve data quality and usability. The market's size is expanding as governments worldwide recognize the potential of open data to drive innovation, transparency, and accountability. For-profit companies are increasingly collaborating with governments to provide comprehensive open data management platforms, ensuring interoperability and standardization across various data sources.Overall, the market is poised for continued growth as more organizations embrace the benefits of open data and the need for efficient, accessible, and secure data management solutions.

How is this Government Open Data Management Platform Industry segmented and which is the largest segment?

The government open data management platform industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2024-2028, as well as historical data from 2018-2022 for the following segments. End-userLarge enterprisesSMEsDeploymentOn-premisesCloud-basedGeographyNorth AmericaCanadaUSEuropeUKFranceAPACSouth AmericaMiddle East and Africa

By End-user Insights

The large enterprises segment is estimated to witness significant growth during the forecast period. Government Open Data Management Platforms (ODMPs) serve as crucial tools for large enterprises to access, analyze, and derive valuable insights from data published by government agencies. These platforms offer a wealth of information on various sectors, including demographics, socioeconomic factors, infrastructure, and more. By leveraging this data, enterprises can gain a deeper understanding of market trends, consumer behavior, and emerging opportunities. Additionally, ODMPs can help reduce costs by enabling identification of new suppliers, optimization of supply chains, and improvement of energy efficiency. The holistic evaluation of ODMPs encompasses an integrated software suite, open data portal, metadata management, data analytics, enhancement, sharing, data cataloging, data storage, data publication, and machine-readable formats.These platforms offer a central web portal for easy access by citizens, civic hackers, for-profit companies, and government organizations. Technological advancements, such as cloud computing, IoT technologies, and investments in industry verticals, continue to drive developments in ODMPs. Success factors include instantaneous data processing, unification of data, segmentation of users, and understanding behavior patterns to cater to targeted markets. Marketers can utilize ODMPs to personalize ads and access customer data, environmental data, sensor data, and spatial data storage. System integrators and intermediaries play a key role in implementing and optimizing these platforms for their clients. Current priorities for ODMPs include ensuring security, interoperability, and scalability.

Get a glance at the market report of various segments Request Free Sample

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The global Big Data Analytics in Defense market is experiencing robust growth, projected to maintain a Compound Annual Growth Rate (CAGR) exceeding 13% from 2025 to 2033. This expansion is fueled by several key factors. The increasing reliance on advanced technologies for enhanced situational awareness and improved decision-making within military operations is a primary driver. The need to analyze vast quantities of data from diverse sources, including sensor networks, satellite imagery, and social media, is pushing the adoption of sophisticated big data analytics solutions. Furthermore, the growing demand for predictive intelligence and improved cybersecurity within defense organizations is further accelerating market growth. Technological advancements in artificial intelligence (AI), machine learning (ML), and cloud computing are continuously enhancing the capabilities of big data analytics platforms, making them more efficient and effective. Segmentation reveals a strong demand across all platforms (Army, Navy, Air Force), with hardware, software, and services all contributing significantly to the overall market value. While the market faces some restraints, such as data security concerns and the high cost of implementation, these are being mitigated by ongoing innovation and government investment in defense modernization initiatives. The North American market currently holds a substantial share, driven by significant defense spending and the presence of major technology players. However, the Asia-Pacific region is poised for rapid expansion due to increasing military modernization efforts in countries like China and India. The competitive landscape is dominated by established defense contractors and technology giants, indicating a robust ecosystem fostering further innovation and market penetration. The market's trajectory suggests continued high growth over the forecast period, driven by the increasing strategic importance of big data analytics in national security and defense operations. The market's future is characterized by a strong focus on developing AI-powered analytics solutions for real-time threat detection, predictive maintenance of defense equipment, and optimized resource allocation. Furthermore, the integration of big data analytics with other emerging technologies, such as the Internet of Things (IoT) and blockchain, will further expand its capabilities and applications. The increasing emphasis on cybersecurity and data privacy is likely to drive demand for robust and secure data analytics solutions. Collaborative partnerships between defense organizations and technology providers are crucial for developing and deploying effective big data analytics solutions. Government initiatives to encourage innovation and investment in the defense technology sector will play a significant role in shaping the market's future trajectory. The continued growth in defense budgets globally will further support the market's expansion, making it a highly attractive investment opportunity for both established players and emerging technology companies. Recent developments include: September 2022: The United States Air Force signed a contract worth USD 1.25 million with ZeroEyto procure an AI gun detection solution for the service's unmanned aerial vehicles (UAVs) at the Dover Air Force Base, Delaware. ZeroEyes' technology will enable drones to detect handheld weapons for base protection., July 2022: The Indian Ministry of Defense launched 75 newly developed artificial intelligence (AI) products and technologies during the first-ever 'AI in Defense symposium and exhibition in New Delhi. These include autonomous systems, AI platform automation, command, control, communication, computer (C4), blockchain-based automation, intelligence, surveillance & reconnaissance (ISR), intelligent monitoring systems, cyber security, and others.. Notable trends are: Software Segment Will Showcase Remarkable Growth During the Forecast Period.

Conduct data analysis

The Government Open Data Management Platform market is experiencing robust growth, projected to reach $163.29 million in 2025 and maintain a Compound Annual Growth Rate (CAGR) of 9.73% from 2025 to 2033. This expansion is fueled by increasing government initiatives promoting transparency and citizen engagement through open data, coupled with the rising need for efficient data management and analysis to support evidence-based policymaking. Governments worldwide are recognizing the value of open data in improving public services, fostering economic development, and enhancing citizen trust. The market is segmented by end-users, encompassing large enterprises and SMEs, reflecting the diverse needs and technological capabilities across different government bodies. Leading companies like Microsoft, Oracle, and Esri are actively shaping the market landscape through innovative platform offerings and strategic partnerships, while smaller, specialized firms cater to niche requirements. The North American market currently holds a significant share, driven by early adoption and advanced technological infrastructure, but regions like Asia-Pacific are showing considerable potential for future growth, spurred by rapid digital transformation and increasing government investment in data infrastructure. Market restraints include challenges in data standardization, security concerns, and the need for skilled professionals to manage and analyze complex datasets. However, ongoing technological advancements in areas such as AI and machine learning, coupled with increasing government funding for digital transformation, are expected to mitigate these challenges and drive further market expansion. The competitive landscape is characterized by a blend of established technology giants and specialized open data platform providers. Strategies for success include offering scalable and secure platforms, providing robust data visualization and analytics capabilities, ensuring ease of data integration with existing government systems, and providing strong customer support and training. Industry risks include the evolving regulatory landscape surrounding data privacy and security, competition from open-source alternatives, and the potential for integration challenges with legacy systems. The historical period (2019-2024) likely showed a growth trajectory setting the stage for the robust forecast period (2025-2033). Future market evolution hinges on successful navigation of these challenges and the sustained commitment of governments to open data initiatives.

The Government Open Data Management (ODM) platform market is projected to grow exponentially in the coming years, with a market size of approximately XXX million in 2023 and a CAGR of XX% during the forecast period of 2023-2033. The increasing demand for data transparency and accountability by government agencies is driving this growth, as governments worldwide recognize the benefits of making their data accessible to the public. Key trends in the ODM market include the adoption of cloud-based solutions, the rise of open data standards, and the growing use of data analytics to extract insights from open data. The increasing reliance on technology and the proliferation of government data also drive the market growth. Furthermore, the growing demand for data privacy and security measures further fuels the market expansion, as governments prioritize protecting sensitive data while promoting data sharing.

In accordance with the government's open data policy, the National Science and Technology Commission has formulated a government data opening action strategy to implement data openness.

According to Cognitive Market Research, the global Government Open Data Management Platform Market size will be USD XX million in 2024. It will expand at a compound annual growth rate (CAGR) of 9.90% 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 XX million in 2024 and will grow at a compound annual growth rate (CAGR) of 8.1% from 2024 to 2031.
Europe accounted for a market share of over 30% of the global revenue with a market size of USD XX million.
Asia Pacific held a market share of around 23% of the global revenue with a market size of USD XX million in 2024 and will grow at a compound annual growth rate (CAGR) of 11.9% from 2024 to 2031.
Latin America had a market share of more than 5% of the global revenue with a market size of USD XX million in 2024 and will grow at a compound annual growth rate (CAGR) of 9.3% 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 XX million in 2024 and will grow at a compound annual growth rate (CAGR) of 9.6% from 2024 to 2031.
The large enterprises held the highest Government Open Data Management Platform Market revenue share in 2024.

Market Dynamics of Government Open Data Management Platform Market

Key Drivers for Government Open Data Management Platform Market

Streamlining Procedures and Increasing Productivity to Increase the Demand Globally

Operational effectiveness and process optimization are propelling market expansion. Organizations can increase operational efficiency and streamline procedures by implementing open data management solutions. Organizational data is gathered, managed, organized, and stored with the use of open data management platforms to increase accessibility and usability. These kinds of solutions are commonly applied to business process automation as well as operational optimization and streamlining. For instance, by significantly reducing human engagement and contact during the data extraction procedures, open data management platforms are often used to automate corporate processes. In response to advancements in technology and the creation of increasingly complicated data sets, open data management platforms have developed.

Advancements in Technology to Propel Market Growth

The Government Open Data Management Platform Market has witnessed steady growth, driven by advancements in technology, such as improving analytics, security, and data accessibility. Governments can more effectively manage and use huge volumes of public data because of advances in AI, cloud computing, and big data analytics. By enhancing the integration of data, real-time analysis, and visualization, these technologies promote availability and well-informed decision-making. Furthermore, improvements in cybersecurity guarantee data security, encouraging public confidence. The need for advanced data management platforms in the public sector is being driven by the increasing capacity to handle and exploit open data as a result of technological advancements.

Restraint Factor for the Government Open Data Management Platform Market

Lack of Skilled Workforce in Government Open Data Management Platform to Limit the Sales

The government's open data management platform needs skilled workers to oversee its operations, but a key hindrance to its expansion is the need for a skilled workforce. Understanding HTML, CSS, and JavaScript is necessary for the developer to execute data platform management. Thus, lacking in this fundamental knowledge makes it more difficult to hire the proper specialists, which lowers productivity inside the firm. These important problems make it harder for the market for government open data platform management to expand.

Impact of Covid-19 on the Government Open Data Management Platform Market

The Government Open Data Management Platform Market has witnessed growth. In order for researchers and policymakers to follow the virus's transmission, locate hotspots, and make defensible decisions, open data management technologies were essential in the collection, analysis, and visualization of COVID-19 data. Consequently, the outbreak had a favorable effect on the expansion of the local market. The need for improved data security, the growing focus on data-driven decision-making, the need for transparent and accessible government data, changing...

This dataset contains data collected during a study ("An Integrated Usability Framework for Evaluating Open Government Data Portals: Comparative Analysis of EU and GCC Countries") conducted by Fillip Molodtsov and Anastasija Nikiforova (University of Tartu).

It being made public both to act as supplementary data for the paper and in order for other researchers to use these data in their own work potentially contributing to the improvement of current data ecosystems and develop user-friendly, collaborative, robust, and sustainable open data portals.

Purpose of the study

This paper develops an integrated framework for evaluating OGD portal effectiveness that accommodates user diversity (regardless of their data literacy and language), evaluates collaboration and participation, and the ability of users to explore and understand the data provided through them.

The framework is validated by applying it to 33 national portals across European Union (EU) and Gulf Cooperation Council (GCC) countries, as a result of which we rank OGD portals, identify some good practices that lower-performing portals can learn from, and common shortcomings.

Methodology

(1) systematic literature review to establish a knowledge base and identify frameworks have been used to evaluate OGD portals, we conducted a systematic literature review - Dataset_ Usability_Framework_SLR;

(2) development of the Integrated Usability Framework for Evaluating Open Government Data Portals, which content is based on the outputs of the first step, along with selected articles of experts in portal design, and an exploratory assessment of the French, Irish, Estonian and Spanish portals - Dataset_Integrated_Usability_Framework;

(3) data collection, that is a completion of the protocol developed in the previous step by analysing 34 national OGD portals of the EU and GCC countries. When all individual protocols were collected, the total score are calculated using the weighting system. The average scores are calculated for the EU and GCC. The portals are ranked. The top portals (best performers) are determined for each dimension - Dataset_EU_GCC_OGDportal_Usability_results_clustering.

(4) identification of relationships and patterns among different portals based on their performance metrics as a result of the cluster analysis. By calculating the average dimensional scores of portals from both types of clusters, their performance across multiple dimensions is evaluated - Dataset_EU_GCC_OGDportal_Usability_results_clustering.

For more details see Molodtsov, F., Nikiforova, A. (2024). “An Integrated Usability Framework for Evaluating Open Government Data Portals: Comparative Analysis of EU and GCC Countries”. In Proceedings of the 25th Annual International Conference on Digital Government Research (DGO 2024), June 11--14, 2024, Taipei, Taiwan, 10.1145/3657054.3657159

Format of the file

.xls, .csv

Licenses or restrictions

CC-BY

This dataset contains data collected during a study "Smarter open government data for Society 5.0: are your open data smart enough" (Sensors. 2021; 21(15):5204) conducted by Anastasija Nikiforova (University of Latvia). It being made public both to act as supplementary data for "Smarter open government data for Society 5.0: are your open data smart enough" paper and in order for other researchers to use these data in their own work.

The data in this dataset were collected in the result of the inspection of 60 countries and their OGD portals (total of 51 OGD portal in May 2021) to find out whether they meet the trends of Society 5.0 and Industry 4.0 obtained by conducting an analysis of relevant OGD portals.

Each portal has been studied starting with a search for a data set of interest, i.e. “real-time”, “sensor” and “covid-19”, follwing by asking a list of additional questions. These questions were formulated on the basis of combination of (1) crucial open (government) data-related aspects, including open data principles, success factors, recent studies on the topic, PSI Directive etc., (2) trends and features of Society 5.0 and Industry 4.0, (3) elements of the Technology Acceptance Model (TAM) and the Unified Theory of Acceptance and Use Model (UTAUT).

The method used belongs to typical / daily tasks of open data portals sometimes called “usability test” – keywords related to a research question are used to filter data sets, i.e. “real-time”, “real time” and “real time”, “sensor”, covid”, “covid-19”, “corona”, “coronavirus”, “virus”. In most cases, “real-time”, “sensor” and “covid” keywords were sufficient. The examination of the respective aspects for less user-friendly portals was adapted to particular case based on the portal or data set specifics, by checking: 1. are the open data related to the topic under question ({sensor; real-time; Covid-19}) published, i.e. available? 2. are these data available in a machine-readable format? 3. are these data current, i.e. regularly updated? Where the criteria on the currency depends on the nature of data, i.e. Covid-19 data on the number of cases per day is expected to be updated daily, which won’t be sufficient for real-time data as the title supposes etc. 4. is API ensured for these data? having most importance for real-time and sensor data; 5. have they been published in a timely manner? which was verified mainly for Covid-19 related data. The timeliness is assessed by comparing the dates of the first case identified in a given country and the first release of open data on this topic. 6. what is the total number of available data sets? 7. does the open government data portal provides use-cases / showcases?
8. does the open government portal provide an opportunity to gain insight into the popularity of the data, i.e. does the portal provide statistics of this nature, such as the number of views, downloads, reuses, rating etc.? 9. is there an opportunity to provide a feedback, comment, suggestion or complaint? 10. (9a) is the artifact, i.e. feedback, comment, suggestion or complaint, visible to other users?

Format of the file .xls, .ods, .csv (for the first spreadsheet only)

Licenses or restrictions CC-BY

For more info, see README.txt

The Big Data Platform market is projected to grow from $118,050 million in 2025 to $272,190 million by 2033, exhibiting a CAGR of 9.3% during the forecast period. This growth is attributed to the increasing adoption of big data analytics solutions across various industries to gain insights from large volumes of data, improve decision-making, and enhance operational efficiency. The surge in data generation from connected devices, social media, and other sources is also driving the demand for big data platforms. The growing popularity of cloud-based big data solutions and the emergence of new technologies like artificial intelligence and machine learning are further contributing to market expansion. North America held the largest market share in 2025 and is expected to maintain its dominance throughout the forecast period. The presence of major big data platform vendors, such as Microsoft, Google, and AWS, in the region is a key factor driving this growth. Additionally, the growing adoption of big data analytics in banking, healthcare, and manufacturing sectors is fueling the market expansion in the region. Asia Pacific is expected to witness the fastest growth during the forecast period due to the increasing adoption of big data analytics in emerging economies like China and India. The growing government initiatives to promote big data adoption and the rising number of startups in the region are further driving market growth.

The US government is a major producer of economic and financial data, statistics, analysis, and forecasts that are gathered, compiled, and published as public goods for use by citizens, government agencies, researchers, nonprofits, and the business community. There is no market transaction in the publication and dissemination of these government data and therefore no market-determined value. The purpose of this paper is to outline and augment our understanding of the value of government data for business decision-making. We provide an overview of the topic, including results from government reports and a private sector survey. We then provide concrete examples of how these government data are used to make business decisions focusing on three sectors: automotive, energy, and financial services. Examples of new initiatives by the federal government to open access to more data, exploiting technology advances associated with the internet, cloud storage, and software applications, are discussed. With the significant growth in the digital economy, we also include discussion and insights around how digital platform companies utilize government data in conjunction with their privately generated data (or "big data") to foster more informed business decisions.

The Government Open Data Management (ODM) Platform market is experiencing robust growth, driven by increasing government initiatives promoting transparency, accountability, and citizen engagement. The market's expansion is fueled by the rising need for efficient data management, analysis, and dissemination across various sectors like healthcare, transportation, and public safety. Cloud-based solutions are gaining significant traction due to their scalability, cost-effectiveness, and accessibility. The integration of advanced analytics and AI capabilities within ODM platforms is further enhancing their value proposition, enabling governments to derive actionable insights from open data for better policy-making and improved public services. While North America currently holds a significant market share due to early adoption and established technology infrastructure, regions like Asia Pacific are witnessing rapid growth driven by increasing digitalization and government investments in open data initiatives. The market is segmented by application (IT & Cybersecurity, Aerospace & Defense, Healthcare & Pharmaceuticals, Energy & Utilities, Logistics & Transportation, and Others) and by type (Cloud-Based and On-Premises). Competition is relatively high, with established players like Socrata and CKAN facing competition from emerging solution providers offering innovative functionalities. However, data security and privacy concerns, along with the complexities of data integration and standardization, pose challenges to market growth. The forecast period (2025-2033) anticipates sustained growth, particularly in developing economies where the potential for utilizing open data for societal improvement is immense. Factors like increasing cybersecurity threats and the need for robust data governance frameworks will shape the market landscape. The increasing adoption of open data standards and interoperability solutions will be crucial for driving wider adoption and maximizing the benefits of government open data initiatives. Specific application segments, such as healthcare and transportation, are poised for significant growth due to the potential for improved public health outcomes and optimized transportation management through data-driven insights. Strategic partnerships between government agencies and technology providers will be critical in accelerating market penetration and ensuring the successful implementation of ODM platforms. A conservative estimation of CAGR (considering a global market size around $2 billion in 2025) suggests an impressive expansion over the forecast period.

This dataset provides statistics on download counts, visitors, as well as the increase of participation of Government of Canada departments and agencies in supplying more open datasets. All statistics presented, unless otherwise noted, are as of June 18, 2013 to the end of the previous month.

Ethical Data ManagementExecutive SummaryIn the age of data and information, it is imperative that the City of Virginia Beach strategically utilize its data assets. Through expanding data access, improving quality, maintaining pace with advanced technologies, and strengthening capabilities, IT will ensure that the city remains at the forefront of digital transformation and innovation. The Data and Information Management team works under the purpose:“To promote a data-driven culture at all levels of the decision making process by supporting and enabling business capabilities with relevant and accurate information that can be accessed securely anytime, anywhere, and from any platform.”To fulfill this mission, IT will implement and utilize new and advanced technologies, enhanced data management and infrastructure, and will expand internal capabilities and regional collaboration.Introduction and JustificationThe Information technology (IT) department’s resources are integral features of the social, political and economic welfare of the City of Virginia Beach residents. In regard to local administration, the IT department makes it possible for the Data and Information Management Team to provide the general public with high-quality services, generate and disseminate knowledge, and facilitate growth through improved productivity.For the Data and Information Management Team, it is important to maximize the quality and security of the City’s data; to develop and apply the coherent management of information resources and management policies that aim to keep the general public constantly informed, protect their rights as subjects, improve the productivity, efficiency, effectiveness and public return of its projects and to promote responsible innovation. Furthermore, as technology evolves, it is important for public institutions to manage their information systems in such a way as to identify and minimize the security and privacy risks associated with the new capacities of those systems.The responsible and ethical use of data strategy is part of the City’s Master Technology Plan 2.0 (MTP), which establishes the roadmap designed by improve data and information accessibility, quality, and capabilities throughout the entire City. The strategy is being put into practice in the shape of a plan that involves various programs. Although these programs was specifically conceived as a conceptual framework for achieving a cultural change in terms of the public perception of data, it basically covers all the aspects of the MTP that concern data, and in particular the open-data and data-commons strategies, data-driven projects, with the aim of providing better urban services and interoperability based on metadata schemes and open-data formats, permanent access and data use and reuse, with the minimum possible legal, economic and technological barriers within current legislation.Fundamental valuesThe City of Virginia Beach’s data is a strategic asset and a valuable resource that enables our local government carry out its mission and its programs effectively. Appropriate access to municipal data significantly improves the value of the information and the return on the investment involved in generating it. In accordance with the Master Technology Plan 2.0 and its emphasis on public innovation, the digital economy and empowering city residents, this data-management strategy is based on the following considerations.Within this context, this new management and use of data has to respect and comply with the essential values applicable to data. For the Data and Information Team, these values are:Shared municipal knowledge. Municipal data, in its broadest sense, has a significant social dimension and provides the general public with past, present and future knowledge concerning the government, the city, society, the economy and the environment.The strategic value of data. The team must manage data as a strategic value, with an innovative vision, in order to turn it into an intellectual asset for the organization.Geared towards results. Municipal data is also a means of ensuring the administration’s accountability and transparency, for managing services and investments and for maintaining and improving the performance of the economy, wealth and the general public’s well-being.Data as a common asset. City residents and the common good have to be the central focus of the City of Virginia Beach’s plans and technological platforms. Data is a source of wealth that empowers people who have access to it. Making it possible for city residents to control the data, minimizing the digital gap and preventing discriminatory or unethical practices is the essence of municipal technological sovereignty.Transparency and interoperability. Public institutions must be open, transparent and responsible towards the general public. Promoting openness and interoperability, subject to technical and legal requirements, increases the efficiency of operations, reduces costs, improves services, supports needs and increases public access to valuable municipal information. In this way, it also promotes public participation in government.Reuse and open-source licenses. Making municipal information accessible, usable by everyone by default, without having to ask for prior permission, and analyzable by anyone who wishes to do so can foster entrepreneurship, social and digital innovation, jobs and excellence in scientific research, as well as improving the lives of Virginia Beach residents and making a significant contribution to the city’s stability and prosperity.Quality and security. The city government must take firm steps to ensure and maximize the quality, objectivity, usefulness, integrity and security of municipal information before disclosing it, and maintain processes to effectuate requests for amendments to the publicly-available information.Responsible organization. Adding value to the data and turning it into an asset, with the aim of promoting accountability and citizens’ rights, requires new actions, new integrated procedures, so that the new platforms can grow in an organic, transparent and cross-departmental way. A comprehensive governance strategy makes it possible to promote this revision and avoid redundancies, increased costs, inefficiency and bad practices.Care throughout the data’s life cycle. Paying attention to the management of municipal registers, from when they are created to when they are destroyed or preserved, is an essential part of data management and of promoting public responsibility. Being careful with the data throughout its life cycle combined with activities that ensure continued access to digital materials for as long as necessary, help with the analytic exploitation of the data, but also with the responsible protection of historic municipal government registers and safeguarding the economic and legal rights of the municipal government and the city’s residents.Privacy “by design”. Protecting privacy is of maximum importance. The Data and Information Management Team has to consider and protect individual and collective privacy during the data life cycle, systematically and verifiably, as specified in the general regulation for data protection.Security. Municipal information is a strategic asset subject to risks, and it has to be managed in such a way as to minimize those risks. This includes privacy, data protection, algorithmic discrimination and cybersecurity risks that must be specifically established, promoting ethical and responsible data architecture, techniques for improving privacy and evaluating the social effects. Although security and privacy are two separate, independent fields, they are closely related, and it is essential for the units to take a coordinated approach in order to identify and manage cybersecurity and risks to privacy with applicable requirements and standards.Open Source. It is obligatory for the Data and Information Management Team to maintain its Open Data- Open Source platform. The platform allows citizens to access open data from multiple cities in a central location, regional universities and colleges to foster continuous education, and aids in the development of data analytics skills for citizens. Continuing to uphold the Open Source platform with allow the City to continually offer citizens the ability to provide valuable input on the structure and availability of its data. Strategic areasIn order to deploy the strategy for the responsible and ethical use of data, the following areas of action have been established, which we will detail below, together with the actions and emblematic projects associated with them.In general, the strategy pivots on the following general principals, which form the basis for the strategic areas described in this section.Data sovereigntyOpen data and transparencyThe exchange and reuse of dataPolitical decision-making informed by dataThe life cycle of data and continual or permanent accessData GovernanceData quality and accessibility are crucial for meaningful data analysis, and must be ensured through the implementation of data governance. IT will establish a Data Governance Board, a collaborative organizational capability made up of the city’s data and analytics champions, who will work together to develop policies and practices to treat and use data as a strategic asset.Data governance is the overall management of the availability, usability, integrity and security of data used in the city. Increased data quality will positively impact overall trust in data, resulting in increased use and adoption. The ownership, accessibility, security, and quality, of the data is defined and maintained by the Data Governance Board.To improve operational efficiency, an enterprise-wide data catalog will be created to inventory data and track metadata from various data sources to allow for rapid data asset discovery. Through the data catalog, the city will

The global clinical data analytics market is projected to reach $4.01 billion by 2033, exhibiting a CAGR of 27.53% during the forecast period (2023-2033). The market growth is attributed to the increasing adoption of electronic health records (EHRs), which has led to the accumulation of vast amounts of clinical data. This data can be leveraged to improve patient care, develop new treatments, and reduce healthcare costs. Key market drivers include the rising prevalence of chronic diseases, increasing demand for personalized medicine, and growing adoption of advanced technologies such as artificial intelligence (AI) and machine learning (ML). Furthermore, government initiatives to promote the use of data analytics in healthcare and favorable reimbursement policies are expected to further drive market expansion. The market is segmented into deployment models (cloud, on-premise), application areas (quality improvement and clinical benchmarking, clinical decision support, regulatory reporting and compliance, comparative analytics), and end-user verticals (payers, providers). Major players in the market include SAS Institute Inc, Allscripts Health Solution, IBM Corporation, and Inspirata Inc., among others. Recent developments include: September 2023 - Allscripts Healthcare, LLC has announced a strategic collaboration to support primary care providers in improving patients’ health outcomes while strengthening their practices’ financial foundation, where Veradigm’s innovative solutions help to promote value-based care initiatives for healthcare providers and most importantly, the patients they serve., January 2023: Global healthcare industry's platform, American Hospital Dubai, announced the launch of its new digital health information channel. The Digital Channel is a one-stop shop for knowledge and advice on healthcare topics, providing answers and solutions to all health and wellness concerns on a user-friendly digital platform, ushering in a new era in healthcare information. The digital channel, led by internationally certified doctors and specialists from American Hospital Dubai, will provide expert advice, in-depth insights, healthy lifestyle tips, and emerging healthcare developments, technologies, treatments, and breakthroughs. Furthermore, the channel's all-encompassing content includes healthy lifestyle education, guidance, tips, expert opinions and counseling, healthcare myths and realities, diet, nutrition, fitness, holistic health, and healthcare updates. It also provides information on medical breakthroughs, Med-Tech awareness, disease management, disease profiles, mental health, and the most recent treatments and medical technologies, such as AI and Robotics.. Key drivers for this market are: Increasing Focus on Population Health Management, Government Healthcare Policies; Clinical Data Analytics Enabling Personalized Patient Care; Growing Need to Contain Healthcare Expenditure. Potential restraints include: Data Privacy and Security Concerns, High Cost of Implementation of EDI. Notable trends are: Cloud Deployment Model to Hold a Dominant Position in the Market.

The size and share of this market is categorized based on Data Management (Data Integration, Data Storage, Data Processing, Data Analytics, Data Visualization) and Deployment Model (Cloud-based, On-premises, Hybrid) and Application (Public Sector, Healthcare, Transportation, Education, Environmental Monitoring) and End User (Government Agencies, Non-profit Organizations, Private Sector) and geographical regions (North America, Europe, Asia-Pacific, South America, Middle-East and Africa).