100+ datasets found
  1. IT spend as share of revenue worldwide 2022-2023, by industry

    • statista.com
    Updated Jun 26, 2025
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    Statista (2025). IT spend as share of revenue worldwide 2022-2023, by industry [Dataset]. https://www.statista.com/statistics/1105798/it-spending-share-revenue-by-industry/
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    Dataset updated
    Jun 26, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Worldwide
    Description

    In 2023, software and tech hosting/cloud services/MSP companies had a much higher spending share on IT than other industries, amounting to ** percent and ** percent of their revenues, respectively. By contrast, the consumer products and services industry invested only around **** percent of their revenue in IT. Overall, all industries increased their IT spending per revenue share in 2023 compared to the previous year. Cloud computing Cloud computing is an essential IT service that utilizes a network of distant servers hosted over the Internet to store, handle, and process data. This segment of IT services was projected to generate revenues exceeding *** billion U.S. dollars in 2024 and is expected to continue its rapid growth trajectory. Managed Services Providers (MSPs) provide companies with the expertise and technical support to manage their cloud infrastructure and products without the need for in-house specialists. Cloud computing is segmented into three main categories. Software as a Service (SaaS) delivers software applications over the Internet, on a subscription basis, freeing companies from software and hardware management. Infrastructure as a Service (IaaS) offers a virtualized computing infrastructure managed over the Internet, allowing businesses to avoid the costs and complexities of purchasing and managing physical servers and data center infrastructure. Platform as a Service (PaaS) provides a platform allowing customers to develop, run, and manage applications without the complexity of building and maintaining the infrastructure.

  2. Percentage of global R&D spending, by industry 2022

    • statista.com
    • ai-chatbox.pro
    Updated Jun 23, 2025
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    Statista (2025). Percentage of global R&D spending, by industry 2022 [Dataset]. https://www.statista.com/statistics/270233/percentage-of-global-rundd-spending-by-industry/
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    Dataset updated
    Jun 23, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2022
    Area covered
    Worldwide
    Description

    In 2022, the highest share of research and development spending (R&D) was made within the hardware technology producing industry, accounting for a total of nearly ** percent of the global R&D spending. The health sector and software producers followed in second at nearly ** percent each. In total, global R&D spending reached *** trillion U.S. dollars in 2022. Health industry and COVID-19 The high share spent by the health industry must be seen in relation with the COVID-19 pandemic that started spreading in late 2019 and caused deaths, lockdowns, and restrictions throughout 2020 and onwards. As governments and pharmaceutical companies sought to find an efficient vaccine against the virus, investment in research continued to increase. However, regardless of the pandemic, R&D spending within health care is essential in order to combat a variety of diseases, from small pox via malaria to cancer. Information and communication technology As people around the world become more and more dependent on information and communication technology, research spending by companies producing hardware and software continues to increase as these seek to further develop. For instance, all the seven companies with the highest R&D spending in 2022 were either software or hardware producing companies. The largest single investor was the software giant ******.

  3. Industry sectors - expenditure on research and development 2022

    • statista.com
    • ai-chatbox.pro
    Updated Jun 20, 2025
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    Statista (2025). Industry sectors - expenditure on research and development 2022 [Dataset]. https://www.statista.com/statistics/270324/expenditure-on-research-and-development-by-industry-sectors/
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    Dataset updated
    Jun 20, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2022
    Area covered
    Worldwide
    Description

    This statistic represents the percentage of expenditure on research and development of total revenue in 2022, by industrial sector. The data was generated from the numbers of the 2,500 top companies worldwide. In 2022, spending on research and development accounted for around ** percent of the total revenue in the health industries.

  4. Total IT spending in the business sector in Hong Kong 2012-2022

    • statista.com
    Updated Jul 23, 2024
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    Statista (2024). Total IT spending in the business sector in Hong Kong 2012-2022 [Dataset]. https://www.statista.com/statistics/943865/hong-kong-total-it-expenditure-in-the-business-sector/
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    Dataset updated
    Jul 23, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Hong Kong
    Description

    In 2022, the total IT expenditure in the business sector reached around 91.4 billion Hong Kong dollars in Hong Kong. It represented 3.3 percent of GDP, increasing slightly from the previous year.

  5. U.S. pharma industry R&D spending as a percent of total revenues 1990-2023

    • statista.com
    Updated Jun 20, 2025
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    Statista (2025). U.S. pharma industry R&D spending as a percent of total revenues 1990-2023 [Dataset]. https://www.statista.com/statistics/265100/us-pharmaceutical-industry-spending-on-research-and-development-since-1990/
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    Dataset updated
    Jun 20, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    In relation to total revenue, the pharmaceutical industry is among the biggest investors in research and development (R&D). Based on data from the Pharmaceutical Research and Manufacturers of America (PhRMA), the industry in the United States spent around ** percent of global revenues on R&D in 2023. Analyzing the revenues and R&D expenditure Members of the PhRMA trade group generated global revenues of approximately *** billion U.S. dollars in 2023, with domestic revenues accounting for over ** percent of that figure. With regard to R&D expenditure, PhRMA members spent some ** billion U.S. dollars worldwide in 2023, with spending in their domestic market accounting for around ** percent of the global figure. Product lifecycles in the pharmaceutical industry Pharmaceutical manufacturers require time and money if they are to develop new innovative medicines: it can take 10 to 15 years to develop a new medicine, at an average cost of approximately *** billion U.S. dollars. Due to patents and exclusivity, brand name drugs can expect to be on the market for an average of twelve years before a generic version enters. Generics contain the same active ingredients as branded drugs but can be considerably cheaper. The healthcare system in the United States generated around *** billion U.S. dollars in savings through generic medicines in 2022.

  6. IT spending in India 2013-2025, by segment

    • statista.com
    • ai-chatbox.pro
    Updated May 21, 2025
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    Statista (2025). IT spending in India 2013-2025, by segment [Dataset]. https://www.statista.com/statistics/328144/end-user-it-spending-india-forecast-by-segment/
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    Dataset updated
    May 21, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    India
    Description

    In 2024, the spending in the information technology sector across India was around *** billion U.S. dollars. It was projected that in 2025, the IT spending of India would reach more than *** billion dollars. The IT-BPM industry contributed about seven percent to the GDP of the nation. The industry also generated a revenue close to *** billion dollars in the financial year 2024. Communication services and the devices have been the dominant segments of the IT industry. The IT and ITeS firms of the country have set up over a thousand global delivery centers in about ** countries globally. IT-BPM at a glanceThe industry has generated maximum employment in the private sector. It also made the country, the leading offshoring destination for global IT companies. Major IT firms in the country like Infosys, Wipro, TCS and Tech Mahindra have diversified options available in blockchain, artificial intelligence, robotics, financial services, cloud computing and much more. Banking and financial services had the largest share of annual contract value in the industry. Recent trendsPublic cloud services have picked up a lot of attention in recent years in the country. The market for cloud services was valued at over ******billion dollars in 2023. Artificial intelligence (AI) has also attracted many attentions. In 2023, the investment in AI has reached ************* billion dollars in the country. Emerging technologies in the sector could provide the nation with an opportunity to surf for a big growth, both in onshore and offshore services revenues.

  7. e

    Government revenue; transactions and public sectors

    • data.europa.eu
    atom feed, json
    Updated Oct 31, 2024
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    (2024). Government revenue; transactions and public sectors [Dataset]. https://data.europa.eu/data/datasets/838-overheidsinkomsten-transacties-en-overheidssectoren
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    atom feed, jsonAvailable download formats
    Dataset updated
    Oct 31, 2024
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    This table contains data on the revenues of the general government sector. The revenues of the general government sector consist of tax revenues, social contributions receivable, income from productive activities, other current revenues and capital transfers receivable. The terms used are in line with the National Accounts. The national accounts are based on the international definitions of the European System of Accounts (ESA 2010). The transaction time determines the time of booking. The data presented are in line with the publications on the National Accounts. There may be small temporary differences with the publications of the National Accounts due to the fact that the published figures of the government accounts are sometimes more up-to-date.

    The data in this table are consolidated, i.e. mutual flows are eliminated. As a result, the expenditure and revenues of the sub-sectors do not add up to the total expenditure and revenues of general government. Payments from, for example, the central government to the municipalities are part of the expenses of the central government and the income of municipalities. They do not count towards the expenditure and income of the general government, as they are payments from the government to the government.

    Data available from: Annual figures from 1995, quarterly figures from 1999.

    Status of figures: The figures in this table have definitive status for the period 1995-2021. The 2022 quarters have the status provisionally. The annual figures for 2022 have the status definitive. The figures for 2023 and 2024 are provisional.

    Changes as of 24 June 2024: Figures for the first quarter of 2024 are available. The figures for the quarters of 2021 and 2022 are now final. As part of the revision policy of the National Accounts, the annual figures from 1995 and the quarterly figures from the first quarter of 1999 have been revised.

    When will there be new figures? The first figures of the most recent quarter are published three months after the end of a quarter. The first quarter can then be adjusted in September, the second quarter in December and the first three quarters in March. The first annual figures shall be published three months after the end of the reporting year. Subsequently, the annual figures are adjusted twice: six and eighteen months after the end of the reporting year. In addition, interim updates may take place to provide the European Commission with the most up-to-date government data at the end of March and the end of September. The data for the quarters are linked to the adjusted annual figures. The updated annual and quarterly figures are published at the end of June each year. Information on the revision policy of National Accounts can be found under section 3 'relevant articles'.

  8. IT Services in China - Market Research Report (2015-2030)

    • ibisworld.com
    Updated May 15, 2025
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    IBISWorld (2025). IT Services in China - Market Research Report (2015-2030) [Dataset]. https://www.ibisworld.com/china/market-research-reports/it-services-industry/
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    Dataset updated
    May 15, 2025
    Dataset authored and provided by
    IBISWorld
    License

    https://www.ibisworld.com/about/termsofuse/https://www.ibisworld.com/about/termsofuse/

    Time period covered
    2015 - 2030
    Area covered
    China
    Description

    The IT Services industry in China has performed well over the past five years, due to the application of new technologies, like cloud computing, big data, AI and the Internet of Things. The growth in IT investment and of China's information sector has boosted industry demand. Industry revenue is expected to grow at an annualized 8.2% over the five years through 2025, to total $448.2 billion. This trend includes anticipated growth of 3.0% in the current year.Industry revenue increased slower in 2022, mainly because the aggravated COVID-19 epidemic in the year has led to delays in project delivery. Reduced budget from government customers also resulted in weaker industry demand, due to the large expenditures on the protection and control measures.Although the IT services industry in China is still relatively new, it has been expanding quickly. The Chinses Government attaches great importance on the development of information sector, which stimulated the demand for IT services. Strong government supports on digital economy and the construction of digital China have created a favorable condition for the development of the industry and will increase the demand for IT services.The industry's outsourcing and offshoring service segment experienced the stable growth over the past five years, boosted by government support. Industry exports will increase at an average rate of 4.5% in the five years to 2025. Exports as a share of industry revenue is expected to total 4.1% in 2025.Industry revenue is forecast to grow at an annualized 4.0% over the five years through 2030, to total $546.5 billion. The recovery of Chinese economy, the improvement of IT equipment and software technologies and the accelerated digital transformation in both government and private sectors are anticipated to remain the most important drivers for the industry's development. New technologies, like cloud computing, big data, AI and the Internet of Things, will also continue to motivate industry development.The industry is highly fragmented and has a low concentration level. The top four participants will jointly account for 2.1% of industry revenue in 2025. Industry concentration level is forecast to increase over the next five years, as large IT services firms acquire smaller local providers to gain market share in the growing small- and medium-sized business market segment.

  9. Global Out of Home Billboard market size is USD 36158.2 million in 2024.

    • cognitivemarketresearch.com
    pdf,excel,csv,ppt
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    Cognitive Market Research, Global Out of Home Billboard market size is USD 36158.2 million in 2024. [Dataset]. https://www.cognitivemarketresearch.com/out-of-home-billboard-market-report
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset authored and provided by
    Cognitive Market Research
    License

    https://www.cognitivemarketresearch.com/privacy-policyhttps://www.cognitivemarketresearch.com/privacy-policy

    Time period covered
    2021 - 2033
    Area covered
    Global
    Description

    According to Cognitive Market Research, the global Out of Home Billboard market size is USD 36158.2 million in 2024 and will expand at a compound annual growth rate (CAGR) of 4.00% from 2024 to 2031.

    North America held the major market of more than 40% of the global revenue with a market size of USD 14463.2 million in 2024 and will grow at a compound annual growth rate (CAGR) of 2.2% from 2024 to 2031.
    Europe accounted for a share of over 30% of the global market size of USD 10843.4 million.
    Asia Pacific held the market of around 23% of the global revenue with a market size of USD 8316.3 million in 2024 and will grow at a compound annual growth rate (CAGR) of 6.0% from 2024 to 2031.
    Latin America market of more than 5% of the global revenue with a market size of USD 1807.9 million in 2024 and will grow at a compound annual growth rate (CAGR) of 3.4% from 2024 to 2031.
    Middle East and Africa held the major market of around 2% of the global revenue with a market size of USD 723.1 million in 2024 and will grow at a compound annual growth rate (CAGR) of 3.7% from 2024 to 2031.
    The Digital Billboards held the highest Out of Home Billboard market revenue share in 2024.
    

    Market Dynamics of Out of Home Billboard Market

    Key Drivers for the Out-of-Home Billboard Market

    The growing use of digital billboards is the Demand Globally
    

    The increasing utilization of digital billboards stands out as a key driver for the out-of-home advertising market. In 2023, the growth rate of digital ad spending moderated to 15 percent, reaching Rs 39,714 crore, compared to 35 percent in 2022, amounting to Rs 34,405 crore. In 2021, this segment experienced a remarkable 50 percent growth, reaching Rs 25,438 crore from Rs 16,974 crore. Digital billboards offer the flexibility to be placed strategically near target audiences, owing to their portable properties. Their advanced features, including continuous light emission throughout the day and night, make them an attractive option for businesses seeking effective advertising avenues. Consequently, the demand for out-of-home advertising experiences a surge during the analysis period.

    Increased Spending on Advertising to Propel Market Growth
    

    As businesses vie for consumer attention in a competitive market, advertising expenditure is on the rise, increasing by 11.8% in 2023. Total ad sales surged from Rs 98,200 crore in 2022 to Rs 1,09,900 crore in 2023. Advertising spending saw a growth of 9.6% in the first half of 2023, which accelerated to 13.8% in the second half. Out-of-home (OOH) advertising, including billboards, remains integral to marketing strategies due to its effective reach to diverse and expansive audiences.

    Restraint Factor for the Out-of-Home Billboard Market

    High Cost to Limit the Sales
    

    The abundance of billboards lining roadways often leads drivers to prioritize attention to the road rather than side-of-the-road ads. Many billboards receive only fleeting glances, typically lasting mere seconds. Consequently, the primary drawback of digital out-of-home (DOOH) advertising formats lies in their transient nature. Given that businesses must pay significant sums for their advertisements to be viewed briefly, the cost per exposure may exceed that of alternative methods. This relatively high cost renders DOOH advertising less practical, especially for small and medium-sized businesses. Additionally, alternative DOOH formats, such as 6-sheets in shopping centers or post office displays, offer lower costs per panel than billboards. Therefore, the anticipated impediment to the growth of the digital out-of-home industry stems from the high expenses associated with DOOH advertising.

    Impact of COVID-19 on the Out-of-Home Billboard Market

    As governments worldwide implemented lockdowns and restrictions to contain the spread of the virus, numerous businesses encountered financial uncertainty, prompting them to scale back their advertising budgets. The consequent decrease in outdoor activities and travel restrictions diminished demand for outdoor advertising, including billboards. Consequently, there was a notable decline in ad spending on out-of-home (OOH) platforms as advertisers reevaluated their marketing strategies. However, amid the challenges brought about by the pandemic, certain segments within the OOH billboard market seized growth opportunities. For instance, billboards situated in residential neighborho...

  10. Albania Enterprises: Services: Costs: Personnel Expenditure (PE)

    • ceicdata.com
    Updated Feb 7, 2018
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    CEICdata.com (2018). Albania Enterprises: Services: Costs: Personnel Expenditure (PE) [Dataset]. https://www.ceicdata.com/en/albania/enterprises-income-and-investment-by-industry-nace-2/enterprises-services-costs-personnel-expenditure-pe
    Explore at:
    Dataset updated
    Feb 7, 2018
    Dataset provided by
    CEIC Data
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Dec 1, 2012 - Dec 1, 2022
    Area covered
    Albania
    Variables measured
    Enterprises Statistics
    Description

    Albania Enterprises: Services: Costs: Personnel Expenditure (PE) data was reported at 77,756.000 ALL mn in 2022. This records an increase from the previous number of 66,478.766 ALL mn for 2021. Albania Enterprises: Services: Costs: Personnel Expenditure (PE) data is updated yearly, averaging 57,714.000 ALL mn from Dec 2012 (Median) to 2022, with 11 observations. The data reached an all-time high of 77,756.000 ALL mn in 2022 and a record low of 23,180.778 ALL mn in 2012. Albania Enterprises: Services: Costs: Personnel Expenditure (PE) data remains active status in CEIC and is reported by Institute of Statistics. The data is categorized under Global Database’s Albania – Table AL.O011: Enterprises Income and Investment: by Industry: NACE 2.

  11. Remote Learning Technology Spending Market Analysis by Technology Software,...

    • futuremarketinsights.com
    pdf
    Updated Apr 21, 2025
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    Future Market Insights (2025). Remote Learning Technology Spending Market Analysis by Technology Software, Technology Services, Learning Mode, End User and Region Through 2025 to 2035 [Dataset]. https://www.futuremarketinsights.com/reports/remote-learning-technology-spending-market
    Explore at:
    pdfAvailable download formats
    Dataset updated
    Apr 21, 2025
    Dataset authored and provided by
    Future Market Insights
    License

    https://www.futuremarketinsights.com/privacy-policyhttps://www.futuremarketinsights.com/privacy-policy

    Time period covered
    2025 - 2035
    Area covered
    Worldwide
    Description

    The sales of Remote Learning Technology Spendingare estimated to be worth USD 102.7 billion in 2025 and anticipated to reach a value of USD 465.5 billion by 2035. Sales are projected to rise at a CAGR of 16.3% over the forecast period between 2025 and 2035. The revenue generated by Remote Learning Technology Spending in 2024 was USD 88.26 billion. The market is anticipated to exhibit a Y-o-Y growth of 16.3%in 2025.

    AttributesKey Insights
    Industry Size, 2025USD 102.7 billion
    Industry Size, 2035USD 465.5 billion
    CAGR (2025 to 2035)16.3%

    ​Summary of notable developments in the Remote Learning Technology Spending market for 2024 and 2025

    CompanyGoogle for Education
    Contract/Development DetailsAnnounced a partnership with a consortium of European universities to provide cloud-based learning management systems and collaboration tools, aiming to enhance remote education infrastructure across multiple institutions.
    DateMarch 10, 2024
    Contract Value (USD Million)Approximately USD 100- USD 120
    Renewal Period5 years
    CompanyMicrosoft Education
    Contract/Development DetailsSecured a contract with the USA Department of Education to implement Teams and other Microsoft 365 services for virtual classrooms and administrative operations, facilitating remote learning for K-12 schools nationwide.
    DateJune 15, 2024
    Contract Value (USD Million)Approximately USD 200- USD 250
    Renewal Period4 years
    CompanyCoursera
    Contract/Development DetailsEntered into an agreement with the Government of India to provide online courses and certifications to upskill millions of students and professionals, supporting the country's digital education initiatives.
    DateSeptember 5, 2024
    Contract Value (USD Million)Approximately USD 50- USD 60
    Renewal Period3 years
    CompanyZoom Video Communications
    Contract/Development DetailsPartnered with a coalition of community colleges in the United States to deliver virtual classroom solutions, enhancing remote learning capabilities and student engagement through advanced video conferencing technology.
    DateJanuary 20, 2025
    Contract Value (USD Million)Approximately USD 30- USD 40
    Renewal Period3 years

    Category-wise Insights

    Technology SoftwareShare (2025)
    Learning Management System (LMS) Platforms31.6%
    Technology ServicesCAGR (2025 to 2035)
    Learning & Content Management19.6%
  12. Albania Enterprises: Transport, Information and Communication: Costs:...

    • ceicdata.com
    Updated Jan 15, 2025
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    CEICdata.com (2025). Albania Enterprises: Transport, Information and Communication: Costs: Personnel Expenditure (PE) [Dataset]. https://www.ceicdata.com/en/albania/enterprises-income-and-investment-by-industry-nace-2/enterprises-transport-information-and-communication-costs-personnel-expenditure-pe
    Explore at:
    Dataset updated
    Jan 15, 2025
    Dataset provided by
    CEIC Data
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Dec 1, 2012 - Dec 1, 2022
    Area covered
    Albania
    Variables measured
    Enterprises Statistics
    Description

    Albania Enterprises: Transport, Information and Communication: Costs: Personnel Expenditure (PE) data was reported at 42,165.000 ALL mn in 2022. This records an increase from the previous number of 32,499.354 ALL mn for 2021. Albania Enterprises: Transport, Information and Communication: Costs: Personnel Expenditure (PE) data is updated yearly, averaging 24,775.000 ALL mn from Dec 2012 (Median) to 2022, with 11 observations. The data reached an all-time high of 42,165.000 ALL mn in 2022 and a record low of 18,244.365 ALL mn in 2013. Albania Enterprises: Transport, Information and Communication: Costs: Personnel Expenditure (PE) data remains active status in CEIC and is reported by Institute of Statistics. The data is categorized under Global Database’s Albania – Table AL.O011: Enterprises Income and Investment: by Industry: NACE 2.

  13. c

    Global Ultrasound Pulser ICs Market Report 2025 Edition, Market Size, Share,...

    • cognitivemarketresearch.com
    pdf,excel,csv,ppt
    Updated Apr 25, 2025
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    Cognitive Market Research (2025). Global Ultrasound Pulser ICs Market Report 2025 Edition, Market Size, Share, CAGR, Forecast, Revenue [Dataset]. https://www.cognitivemarketresearch.com/ultrasound-pulser-ics-market-report
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Apr 25, 2025
    Dataset authored and provided by
    Cognitive Market Research
    License

    https://www.cognitivemarketresearch.com/privacy-policyhttps://www.cognitivemarketresearch.com/privacy-policy

    Time period covered
    2021 - 2033
    Area covered
    Global
    Description

    According to Cognitive Market Research, the global Ultrasound Pulser ICs market is projected to grow at a CAGR of 9.74% from 2025 to 2033.

    On the basis of region, North America region held the 30.42% of market share in 2024. 
    On the basis of region, Europe region held the 35.79% of market share in 2024. 
    On the basis of region, Asia Pacific region held the 26.98% of market share in 2024. 
    On the basis of region, South America held the 4.59% of market share in 2024. 
    On the basis of region, the Middle East & Africa (MEA) held the 2.21% of market share in 2024. 
    
    
    
    Growing Applications in Non-Destructive Testing (NDT) across Industries Fostering Market Growth
    

    The Non-Destructive Testing (NDT) industry is a significant contributor to the growth of the ultrasound pulser ICs market. Ultrasound-based NDT techniques are widely used across various sectors, including aerospace, automotive, energy, and manufacturing for quality control and material integrity testing. For instance, as per the global player NDT Group, manufacturing accounted for the highest revenue share in NDT in 2022 globally, indicating its importance. In the aerospace industry, ultrasound systems with 64-channel pulser ICs are used to inspect aircraft components for cracks, corrosion, and structural defects. Companies like Boeing and Airbus utilize ultrasound NDT for aircraft maintenance, ensuring compliance with stringent safety regulations. Similarly, in the automotive sector, ultrasound inspection is used for weld testing and flaw detection in vehicle components, contributing to enhanced safety and reliability. For instance, Ultrasonic testing (UT) is essential in automotive manufacturing for ensuring the safety and quality of vehicles. It is employed to inspect welds, measure the thickness of body panels and spot welding, check integrity of composite materials, and evaluate the quality of adhesive bonds. Furthermore, the energy sector relies heavily on ultrasound NDT for pipeline inspection and structural health monitoring in oil and gas facilities. TransCanada and Saudi Aramco employ ultrasound systems to monitor pipelines for corrosion and defects, preventing catastrophic failures. Advanced ultrasound systems equipped with high-channel pulser ICs provide greater imaging depth and resolution, allowing for early defect detection. Additionally, the increasing adoption of robotics and automated NDT systems is creating demand for more sophisticated ultrasound pulser ICs. These systems offer real-time data analysis, reducing inspection time and operational downtime. The ongoing shift towards Industry 4.0 and smart manufacturing further supports the growth of ultrasound-based NDT solutions. Overall, the Non-Destructive Testing (NDT) industry remains a key driver of growth in the ultrasound pulser ICs market, with applications spanning aerospace, automotive, energy, and manufacturing sectors.

    Restraint:

    High Cost and Complexity of Advanced Ultrasound Systems Affecting Market Growth
    

    While the ultrasound pulser ICs market experiences significant growth, the high cost and complexity of advanced ultrasound systems pose a major challenge. High-end diagnostic imaging systems equipped with 64-channel pulser ICs involve substantial manufacturing and R&D costs. The price of a premium ultrasound system can range from $50,000 to $200,000, making it inaccessible for smaller healthcare facilities and clinics. For instance, only $8 per person on average was spent on health by governments in low-income countries in 2023, despite basic health care costing between $60 and $86 per person. Additionally, the integration of advanced AI algorithms and real-time 3D imaging further adds to the system’s complexity and cost. For instance, GE Healthcare and Siemens Healthineers offer advanced ultrasound systems with AI-powered diagnostic capabilities, but these systems often require specialized training for proper operation. In low-income regions, healthcare providers often struggle to justify the expense of high-end ultrasound systems. For instance, there was a 60% increase overall in per-capita health expenditures between 2000 and 2022 – but in low income countries this was largely driven by a sharp rise in out-of-pocket spending (OOP), according to WHO’s 2024 report on global health expenditures, showcasing lack of healthcare spending. Moreover, the cost of maintaining and...

  14. Estimated revenue of the ad, PR, and related services industry in the U.S....

    • ai-chatbox.pro
    • statista.com
    Updated Apr 17, 2025
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    J. G. Navarro (2025). Estimated revenue of the ad, PR, and related services industry in the U.S. 2004-2022 [Dataset]. https://www.ai-chatbox.pro/?_=%2Ftopics%2F979%2Fadvertising-in-the-us%2F%23XgboD02vawLKoDs%2BT%2BQLIV8B6B4Q9itA
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    Dataset updated
    Apr 17, 2025
    Dataset provided by
    Statistahttp://statista.com/
    Authors
    J. G. Navarro
    Area covered
    United States
    Description

    In 2022, revenues of the advertising, public relations (PR), and related services sector in the United States reached nearly 171 billion U.S. dollars, up from little more than 153 billion dollars a year earlier – an annual growth of almost 11.5 percent. For comparison, the U.S. ad, PR & media buying sector's expenses increased by 12.5 percent to about 107 billion dollars in 2022.

    Ad audiences and where to find them TV remained the leading offline advertising touchpoint in the U.S. as of December 2023. Almost half of surveyed consumers included the silver screen among the non-digital media where they came across ads throughout the four weeks preceding the data collection. However, the internet quasi ubiquity was undeniable: social media was the online channel with the highest reach in the U.S., mentioned by 44 percent of respondents. Video portals like YouTube and video streaming platforms like Netflix tied for second, each selected by 37 percent.

    What Americans want from online ads: less nuisance, more fun During the same December 2023 study, about 40 percent of U.S. consumers reported feeling annoyed by digital ads. Some 35 percent also disliked receiving online ads based on their search history. A digital format that intends to be less invasive and more conversational is that of influencer marketing. According to that survey, the most popular digital influencer categories in the U.S. were, by far comedy and music, chosen by 42 and 39 percent of responding adults, respectively.

  15. c

    Telecom service Market will grow at a CAGR of 6.60% from 2023 to 2030!

    • cognitivemarketresearch.com
    pdf,excel,csv,ppt
    Updated Apr 15, 2025
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    Cognitive Market Research (2025). Telecom service Market will grow at a CAGR of 6.60% from 2023 to 2030! [Dataset]. https://www.cognitivemarketresearch.com/telecom-service-market-report
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    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Apr 15, 2025
    Dataset authored and provided by
    Cognitive Market Research
    License

    https://www.cognitivemarketresearch.com/privacy-policyhttps://www.cognitivemarketresearch.com/privacy-policy

    Time period covered
    2021 - 2033
    Area covered
    Global
    Description

    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.

    (Source:www.idc.com/getdoc.jsp?containerId=prUS50644723)

  16. ICT Market size was USD 5521.8 million in 2024!

    • cognitivemarketresearch.com
    pdf,excel,csv,ppt
    Updated Apr 15, 2025
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    Cognitive Market Research (2025). ICT Market size was USD 5521.8 million in 2024! [Dataset]. https://www.cognitivemarketresearch.com/ict-market-report
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Apr 15, 2025
    Dataset authored and provided by
    Cognitive Market Research
    License

    https://www.cognitivemarketresearch.com/privacy-policyhttps://www.cognitivemarketresearch.com/privacy-policy

    Time period covered
    2021 - 2033
    Area covered
    Global
    Description

    According to Cognitive Market Research, the global ICT market will be USD 5521.8 million in 2024 and expand at a compound annual growth rate (CAGR) of 5.20% from 2024 to 2031.

    North America held the major market share of more than 40% of the global revenue with a market size of USD 2208.72 million in 2024 and will grow at a compound annual growth rate (CAGR) of 3.4% from 2024 to 2031.
    Europe accounted for a share of over 30% of the global market size of USD 1656.54 million.
    Asia Pacific held a market share of around 23% of the global revenue with a market size of USD 1270.01 million in 2024 and will grow at a compound annual growth rate (CAGR) of 7.2% from 2024 to 2031.
    Latin America's market will have more than 5% of the global revenue with a market size of USD 276.09 million in 2024 and will grow at a compound annual growth rate (CAGR) of 4.6% from 2024 to 2031.
    Middle East and Africa held the major market share of around 2% of the global revenue with a market size of USD 110.44 million in 2024 and will grow at a compound annual growth rate (CAGR) of 4.9% from 2024 to 2031.
    The hardware segment is set to rise due to its growing need for robust infrastructure. Key players compete to innovate, ensuring efficient and scalable solutions to meet evolving digital requirements across industries.
    Increased construction activities, innovations in material technology, and increasing demand for lightweight materials.
    

    Innovation Made by Key Players to Provide Viable Market Output

    The ICT market is experiencing significant growth due to the innovations made by key players. Constant advancements in cloud computing, artificial intelligence, 5G connectivity, and the Internet of Things (IoT) contribute to transformative changes. Companies invest in research and development, fostering a dynamic ecosystem of cutting-edge products and services. These innovations enhance efficiency, security, and connectivity, meeting the evolving needs of businesses and consumers. As a result, the ICT market is characterized by rapid evolution, with key players leading the way in shaping the digital landscape.

    For instance, Facebook bought a 10% stake in Reliance-backed Jio in April following an investment of USD 5.7 billion.

    (Source: https://www.reuters.com/article/idUSKCN22404E/#:~:text=NEW%20DELHI%2FBENGALURU%20(Reuters),extensive%20reach%20in%20the%20country)

    Increase in Digitalization to Propel Market Growth
    

    The ICT market is experiencing growth due to increasing digitalization. This trend is characterized by the widespread adoption of digital technologies across various sectors, leading to enhanced efficiency, connectivity, and innovation. Businesses and organizations leverage digital tools like cloud computing, artificial intelligence, and the Internet of Things (IoT) to streamline operations, improve decision-making processes, and create new opportunities. Pursuing cost-effectiveness, improved customer experiences, and the need for agile, data-driven solutions fuel the surge in digitalization. As a result, the ICT market is witnessing robust growth driven by the transformative impact of digital technologies on the global economy.

    For instance, In September 2022, Bharti Airtel, one of the largest telecommunications companies in India, launched a trial project with TP Northern Odisha Distribution to provide its more than two million registered customers with alternative payments for their electricity bills. To facilitate payment of bills, an effort will be made to mobilize 4,000 Airtel Payment Bank locations in north Odisha. The customers of the joint ventures between Tata Power and the State of Odisha should go to the shop and provide their contact information and customer details at a bank branch.
    

    (Source: https://economictimes.indiatimes.com/industry/telecom/airtel-partners-odisha-utility-to-offer-bill-payment-solution/articleshow/93989909.cms?from=mdr)

    High Initial Cost to Restrict Market Growth

    The ICT market faces a challenge due to high initial costs. Organizations often face substantial upfront expenses when implementing advanced technologies such as cloud computing, cybersecurity solutions, or infrastructure upgrades. This financial barrier can be a deterrent, particularly for smaller businesses with limited budgets. The substantial investment required for technology deployment may hinder the pace of digital transformation and innovation, limiting accessibility f...

  17. Web Design Services in the US - Market Research Report (2015-2030)

    • ibisworld.com
    Updated Sep 15, 2024
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    IBISWorld (2024). Web Design Services in the US - Market Research Report (2015-2030) [Dataset]. https://www.ibisworld.com/united-states/market-research-reports/web-design-services-industry/
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    Dataset updated
    Sep 15, 2024
    Dataset authored and provided by
    IBISWorld
    License

    https://www.ibisworld.com/about/termsofuse/https://www.ibisworld.com/about/termsofuse/

    Time period covered
    2014 - 2029
    Area covered
    United States
    Description

    Web design service companies have experienced significant growth over the past few years, driven by the expanding use of the Internet. As online operations have become more widespread, businesses and consumers have increasingly recognized the importance of maintaining an online presence, leading to robust demand for web design services and boosting the industry’s profit. The rise in broadband connections and online business activities further spotlight this trend, making web design a vital component of modern commerce and communication. This solid foundation suggests the industry has been thriving despite facing some economic turbulence related to global events and shifting financial climates. Over the past few years, web design companies have navigated a dynamic landscape marked by both opportunities and challenges. Strong economic conditions have typically favored the industry, with rising disposable incomes and low unemployment rates encouraging both consumers and businesses to invest in professional web design. Despite this, the sector also faced hurdles such as high inflation, which made cost increases necessary and pushed some customers towards cheaper substitutes such as website templates and in-house production, causing a slump in revenue in 2022. Despite these obstacles, the industry has demonstrated resilience against rising interest rates and economic uncertainties by focusing on enhancing user experience and accessibility. Overall, revenue for web design service companies is anticipated to rise at a CAGR of 2.2% during the current period, reaching $43.5 billion in 2024. This includes a 2.2% jump in revenue in that year. Looking ahead, web design companies will continue to do well, as the strong performance of the US economy will likely support ongoing demand for web design services, bolstered by higher consumer spending and increased corporate profit. On top of this, government investment, especially at the state and local levels, will provide further revenue streams as public agencies seek to upgrade their web presence. Innovation remains key, with a particular emphasis on designing for mobile devices as more activities shift to on-the-go platforms. Companies that can effectively adapt to these trends and invest in new technologies will likely capture a significant market share, fostering an environment where entry remains feasible yet competitive. Overall, revenue for web design service providers is forecast to swell at a CAGR of 1.9% during the outlook period, reaching $47.7 billion in 2029.

  18. A

    Albania Enterprises: Trade: Costs: Personnel Expenditure (PE)

    • ceicdata.com
    Updated Mar 15, 2021
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    CEICdata.com (2021). Albania Enterprises: Trade: Costs: Personnel Expenditure (PE) [Dataset]. https://www.ceicdata.com/en/albania/enterprises-income-and-investment-by-industry-nace-2/enterprises-trade-costs-personnel-expenditure-pe
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    Dataset updated
    Mar 15, 2021
    Dataset provided by
    CEICdata.com
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Dec 1, 2012 - Dec 1, 2022
    Area covered
    Albania
    Variables measured
    Enterprises Statistics
    Description

    Albania Enterprises: Trade: Costs: Personnel Expenditure (PE) data was reported at 66,641.000 ALL mn in 2022. This records an increase from the previous number of 58,136.639 ALL mn for 2021. Albania Enterprises: Trade: Costs: Personnel Expenditure (PE) data is updated yearly, averaging 40,390.000 ALL mn from Dec 2012 (Median) to 2022, with 11 observations. The data reached an all-time high of 66,641.000 ALL mn in 2022 and a record low of 21,894.780 ALL mn in 2012. Albania Enterprises: Trade: Costs: Personnel Expenditure (PE) data remains active status in CEIC and is reported by Institute of Statistics. The data is categorized under Global Database’s Albania – Table AL.O011: Enterprises Income and Investment: by Industry: NACE 2.

  19. Laboratory Testing Services in the US - Market Research Report (2015-2030)

    • ibisworld.com
    Updated Apr 16, 2025
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    IBISWorld (2025). Laboratory Testing Services in the US - Market Research Report (2015-2030) [Dataset]. https://www.ibisworld.com/united-states/market-research-reports/laboratory-testing-services-industry/
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    Dataset updated
    Apr 16, 2025
    Dataset authored and provided by
    IBISWorld
    License

    https://www.ibisworld.com/about/termsofuse/https://www.ibisworld.com/about/termsofuse/

    Time period covered
    2015 - 2030
    Area covered
    United States
    Description

    Laboratory testing service companies experienced significant shifts over the past few years, rooted largely in the ebb and flow of economic conditions. During the pandemic, the industry saw unique growth patterns, with health spending surging despite a general downturn in other sectors such as construction. This strange dichotomy was driven by an increased need for health-related testing services, maintaining some buoyancy in overall revenue in 2020. However, post-pandemic recovery didn't uniformly benefit all segments, with corporate profit rises not immediately translating into robust investment growth due to low research and development (R&D) expenditures. In 2022, the rebound in R&D expenditure and changes in workplace policies toward in-person attendance spurred notable revenue gains. Companies started channeling their profit into new ventures, including laboratory testing, while construction demand picked up. Between 2023 and 2024, the Federal Reserve raised interest rates to combat inflation, which constrained household credit and slowed consumer spending. This led to reduced business sales and cuts in nonessential expenses like R&D, slowing revenue growth. Despite these challenges, high demand from construction companies bolstered the sector in 2023. By 2024, solid GDP growth eased recessionary fears, bolstering demand for the industry’s services. Growth in revenue during these years also contributed to a jump in profit over the past few years. Overall, revenue for laboratory testing service providers has expanded at a CAGR of 2.5% over the past five years, reaching $33.4 billion in 2025. This includes a 2.5% rise in revenue in that year. Looking forward, the next five years promise continued growth for laboratory testing companies, though not without hurdles. Economic projections point toward stable GDP growth, boosting consumer spending and corporate profit—both favorable conditions for the industry. But potential shifts in fiscal and trade policies, including tariffs and interest rates, loom as threats that could unsettle the market. Furthermore, rising R&D spending augurs well for demand for lab testing, as industries push the envelope on new technology and product development. Nevertheless, public sector R&D budget cuts could stymie some opportunities, nudging companies to increasingly court private sector clientele. As labs integrate AI and automation, larger players stand to gain more market share, potentially leaving smaller labs to adapt through cost-cutting and innovation to remain competitive. Overall, revenue for laboratory testing service companies is forecast to swell at a CAGR of 2.4% over the next five years, reaching $37.6 billion in 2030.

  20. c

    Global Dehydrated Potato Market Report 2025 Edition, Market Size, Share,...

    • cognitivemarketresearch.com
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    Updated Mar 28, 2025
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    Cognitive Market Research (2025). Global Dehydrated Potato Market Report 2025 Edition, Market Size, Share, CAGR, Forecast, Revenue [Dataset]. https://www.cognitivemarketresearch.com/dehydrated-potato-market-report
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    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Mar 28, 2025
    Dataset authored and provided by
    Cognitive Market Research
    License

    https://www.cognitivemarketresearch.com/privacy-policyhttps://www.cognitivemarketresearch.com/privacy-policy

    Time period covered
    2021 - 2033
    Area covered
    Global
    Description

    According to Cognitive Market Research, the Global Dehydrated Potato Market Size will be USD XX Billion in 2023 and is set to achieve a market size of USD XX Billion by the end of 2031 growing at a CAGR of XX% from 2024 to 2031.

    Based on Type, the Dehydrate potato fries segment dominates the global Dehydrated Potato market in the year 2023. Based on this type, the market is divided into Fries, low-fat fries, low-salt fries, red skin potato, baked dehydrate potatoes.
    Based on Application, the food processing sector dominated the global Dehydrated Potato market. Based on Application, the global Dehydrated Potato market is segmented into soups & salads, snacks, food processing, and others
    Based on Nature, the Conventional segment dominates the global Dehydrated Potato market in the year 2023. Based on Nature, the market is divided into organic and conventional.
    Based on Form, the Powder segment dominates the global Dehydrated Potato market in the year 2023. Based on this Form, the market is divided into flakes, granules, powder, and other categories.
    Based on the Distribution Channel, the Food services segment dominates the global Dehydrated Potato market in the year 2023. Based on Distribution Channel, the market is divided into food services, food industry, and retail channels
    The Asian Pacific region accounted for the highest market share in the Global Dehydrated Potato Market. 
    Over the course of the projection period, North america is expected to increase at the fastest rate.
    

    CURRENT SCENARIO OF THE DEHYDRATED POTATO MARKET

    Key factors driving the growth of the Dehydrated Potato Market

    Increasing demand for ready-to-eat products is a major driver of the Dehydrated Potato industry
    

    Convenience meals have become more popular as a result of the growing demand for ready-to-eat (RTE) food products. Food tasks including meal preparation, cooking, and post-meal activities can be made easier and faster for consumers by convenience foods. Rapid urbanisation and rising gross Household Disposable Income (GHDI) of customers have increased spending on processed and ready-to-eat food items.

    Rising busy lifestyles, working-class individuals, teenagers, hostel residents, and single people are pushing the demand for ready-to-eat food. The flavor and convenience of ready-to-eat food products have led to a trend among young people to replace traditional meals with ready-to-eat meals. This is anticipated to drive the market's expansion.

    Convenience food consumption rose as a result of changing consumer tastes, a bettering consumer lifestyle, extended working hours, and the COVID-19 outbreak. The demand for these food products is also increasing as a result of this.

    As a result, makers of potato goods engage in a variety of commercial activities that aid in market expansion. To enhance the production of dehydrated flakes and other potato products. Iscon Balaji Foods, for example, planned to treble its contract farming activities in Gujarat (India), starting in May 2022. (Source; https://isconbalajifoods.com/)

    Three new types of European potatoes were released by the corporation in an effort to meet the segment's growing demand for such goods.

    Rapid Expansion in Baking Industry stimulating growth for the market
    

    The baking sector is growing due to consumer demand for gluten-free, whole-grain, and high-fiber goods. Because it is used as a binding agent, the product is gluten-free in baked goods. Because of its ability to provide a desirable crumbly texture and gluten-free baked product, the product is often used in muffins and bread. The product has a high nutritional value since it includes potassium, iron, vitamin C, and fiber, making it suitable for use in healthy baked foods. The bakery industry is expected to grow dramatically as the number of cafés increases, increasing demand for baked products.

    Baked goods retail sales in the United States (U.S.) increased at a compound annual growth rate (CAGR) of 5.9% in 2022. It is expected to grow at a CAGR of 3.1% over 2023 to 2027, reaching US$97.7 billion in 2026. Bread was the best performing category over 2018 to 2022, with retail value sales increasing by CAGR of 6.3%. reaching US$30.0 billion. (Source: https://agriculture.canada.ca/en/international-trade/market-intelligence/reports/sector-trend-analysis-bakery-products-united-states-0)

    Due to an increase in dema...

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Statista (2025). IT spend as share of revenue worldwide 2022-2023, by industry [Dataset]. https://www.statista.com/statistics/1105798/it-spending-share-revenue-by-industry/
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IT spend as share of revenue worldwide 2022-2023, by industry

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2 scholarly articles cite this dataset (View in Google Scholar)
Dataset updated
Jun 26, 2025
Dataset authored and provided by
Statistahttp://statista.com/
Area covered
Worldwide
Description

In 2023, software and tech hosting/cloud services/MSP companies had a much higher spending share on IT than other industries, amounting to ** percent and ** percent of their revenues, respectively. By contrast, the consumer products and services industry invested only around **** percent of their revenue in IT. Overall, all industries increased their IT spending per revenue share in 2023 compared to the previous year. Cloud computing Cloud computing is an essential IT service that utilizes a network of distant servers hosted over the Internet to store, handle, and process data. This segment of IT services was projected to generate revenues exceeding *** billion U.S. dollars in 2024 and is expected to continue its rapid growth trajectory. Managed Services Providers (MSPs) provide companies with the expertise and technical support to manage their cloud infrastructure and products without the need for in-house specialists. Cloud computing is segmented into three main categories. Software as a Service (SaaS) delivers software applications over the Internet, on a subscription basis, freeing companies from software and hardware management. Infrastructure as a Service (IaaS) offers a virtualized computing infrastructure managed over the Internet, allowing businesses to avoid the costs and complexities of purchasing and managing physical servers and data center infrastructure. Platform as a Service (PaaS) provides a platform allowing customers to develop, run, and manage applications without the complexity of building and maintaining the infrastructure.

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