100+ datasets found
  1. Investing lessons learned during pandemic worldwide 2021

    • statista.com
    Updated Dec 8, 2023
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    Statista (2023). Investing lessons learned during pandemic worldwide 2021 [Dataset]. https://www.statista.com/statistics/1254003/investing-lessons-learned-from-pandemic/
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    Dataset updated
    Dec 8, 2023
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Mar 2021 - Apr 2021
    Area covered
    Worldwide
    Description

    Investors worldwide learned some key financial lessons from the coronavirus (COVID-19) pandemic. As of 2021, almost one third of the respondents declared that the pandemic taught them to avoid emotional investment decisions. Moreover, 25 percent of the respondents learned how to understand risk in their portfolio.

  2. Investment considerations during the COVID-19 pandemic Australia 2020

    • statista.com
    Updated Apr 3, 2024
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    Statista (2024). Investment considerations during the COVID-19 pandemic Australia 2020 [Dataset]. https://www.statista.com/statistics/1186559/australia-covid-19-impact-on-investment-considerations/
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    Dataset updated
    Apr 3, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jan 2020 - May 2020
    Area covered
    Australia
    Description

    In a survey conducted in 2020 about investments during the COVID-19 pandemic in Australia, about 65 percent of respondents who participated said they considered the potential return on investment when making investment decisions. The study also reported that about 48 percent of respondents said they considered the potential risk of investment.

  3. Effect of COVID-19 pandemic on financial services' AI investments worldwide...

    • statista.com
    Updated Feb 15, 2023
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    Statista (2023). Effect of COVID-19 pandemic on financial services' AI investments worldwide 2020 [Dataset]. https://www.statista.com/statistics/1246952/impact-of-covid-19-pandemic-on-financial-services-ai-investments-2020/
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    Dataset updated
    Feb 15, 2023
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jun 9, 2020 - Jun 19, 2020
    Area covered
    Worldwide
    Description

    As of June 2020, the coronavirus pandemic did not have a significant impact on artificial intelligence (AI) investments for a considerable share of financial services companies worldwide. Moreover, 28 percent of the respondents declared to have increased their investments in artificial intelligence during the pandemic.

  4. b

    Stock Trading & Investing App Revenue and Usage Statistics (2025)

    • businessofapps.com
    Updated Oct 8, 2021
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    Business of Apps (2021). Stock Trading & Investing App Revenue and Usage Statistics (2025) [Dataset]. https://www.businessofapps.com/data/stock-trading-app-market/
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    Dataset updated
    Oct 8, 2021
    Dataset authored and provided by
    Business of Apps
    License

    Attribution-NonCommercial-NoDerivs 4.0 (CC BY-NC-ND 4.0)https://creativecommons.org/licenses/by-nc-nd/4.0/
    License information was derived automatically

    Description

    Like several other app industries, stock trading and investment saw a huge spike in usage during the coronavirus pandemic. Millions of people stuck at home were able to take advantage of new...

  5. Investment Tracking Apps Market Report | Global Forecast From 2025 To 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Jan 7, 2025
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    Dataintelo (2025). Investment Tracking Apps Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/global-investment-tracking-apps-market
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    pptx, pdf, csvAvailable download formats
    Dataset updated
    Jan 7, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Investment Tracking Apps Market Outlook



    The global investment tracking apps market size was valued at approximately USD 2.5 billion in 2023 and is projected to reach USD 6.8 billion by 2032, growing at a compound annual growth rate (CAGR) of 11.5% during the forecast period. This robust growth can be attributed to the increasing adoption of digital financial tools, the rising popularity of mobile banking, and the growing need for efficient portfolio management solutions. As more individuals and institutions seek to optimize their investment strategies and track their financial assets in real-time, the demand for sophisticated investment tracking apps is poised to surge.



    One of the key growth factors driving the market is the rapid advancement in financial technology (fintech). Innovations in fintech have led to the development of more user-friendly and feature-rich applications that make investment tracking more accessible and efficient. These advancements have simplified the complexities associated with financial management, enabling even novice investors to manage and monitor their portfolios with ease. Moreover, the integration of artificial intelligence (AI) and machine learning (ML) in these apps provides users with personalized insights and recommendations, enhancing their investment decision-making processes.



    Another significant growth driver is the increasing awareness and interest in personal finance and investment among the global population. As financial literacy improves and more individuals recognize the importance of managing their finances, the demand for tools that aid in investment tracking and portfolio management has seen a substantial rise. Additionally, the COVID-19 pandemic has accelerated the shift towards digital financial services, as people sought contactless and remote ways to handle their finances. This shift has further fueled the adoption of investment tracking apps.



    The rise in the number of retail investors entering the market has also contributed to the growth of investment tracking apps. Platforms such as Robinhood have democratized access to financial markets, allowing individuals to trade and invest with minimal barriers. This influx of new investors has created a demand for tools that provide comprehensive insights, real-time alerts, and performance analytics to aid in informed decision-making. Investment tracking apps have become essential tools for these investors to stay on top of their portfolios and market movements.



    Regional growth trends indicate that North America holds the largest share of the investment tracking apps market, owing to its advanced technological infrastructure and high adoption rates of fintech solutions. However, the Asia Pacific region is expected to witness the highest growth rate during the forecast period. The increasing penetration of smartphones, rising disposable incomes, and growing interest in investment activities in countries like China and India are driving the market in this region. Europe and Latin America are also experiencing steady growth, supported by favorable regulatory environments and increasing financial awareness among their populations.



    Platform Analysis



    The investment tracking apps market is segmented by platform into iOS, Android, and web-based applications. Each of these platforms offers unique advantages and caters to different user preferences and requirements. iOS applications are known for their user-friendly interfaces, robust security features, and seamless integration with other Apple devices. This makes them particularly popular among high-net-worth individuals and professional investors who prioritize a premium and secure user experience. Additionally, iOS users are generally more willing to spend on premium features and subscriptions, contributing significantly to the revenue generated in this segment.



    Android-based investment tracking apps, on the other hand, benefit from the wide adoption of Android devices globally. The Android platformÂ’s flexibility and compatibility with a diverse range of devices make it accessible to a broader audience, including individual investors and financial advisors. The open-source nature of Android allows developers to innovate and create highly customizable applications, adding to their appeal. The lower cost of Android devices also makes these apps more accessible to a wider demographic, including users in emerging markets where smartphone penetration is rapidly increasing.



    Web-based investment tracking applications offer the advantage of cross-platform accessibility. Users can access

  6. f

    Data from: Disposition Effect: Brazilian Investors’ Behavior during the...

    • scielo.figshare.com
    xls
    Updated Jun 17, 2023
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    Pedro Lucas de Albuquerque Barreto; Claudio Henrique da Silveira Barbedo; Eduardo Camilo-da-Silva (2023). Disposition Effect: Brazilian Investors’ Behavior during the Covid-19 Pandemic [Dataset]. http://doi.org/10.6084/m9.figshare.22638549.v1
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    xlsAvailable download formats
    Dataset updated
    Jun 17, 2023
    Dataset provided by
    SciELO journals
    Authors
    Pedro Lucas de Albuquerque Barreto; Claudio Henrique da Silveira Barbedo; Eduardo Camilo-da-Silva
    License

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

    Description

    Abstract This study investigates the disposition effect with regard to Brazilian investors, with focus on the year 2020. The database is composed by more than 12,000 trades by 274 investors. We follow the method of Odean (1998) to estimate the proportions of gains and losses realized and test the null hypothesis of equality of these proportions in each portfolio. The results suggest that Brazilian investors behave in line with the disposition effect. They sell winning stocks too early and hold losing stocks too long. A stock that is gaining value is more likely to be sold from day to day compared to a stock that is losing value. The disposition effect was not found in March, which suggests that investors employed a loss-limit during periods of market stress, no matter if the stock went up or down.

  7. f

    Data from: Lockup periods during lockdown periods in the context of...

    • scielo.figshare.com
    jpeg
    Updated Jun 18, 2023
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    Rodrigo Fernandes Malaquias; Miguel Hernandes Júnior (2023). Lockup periods during lockdown periods in the context of Brazilian funds [Dataset]. http://doi.org/10.6084/m9.figshare.22214429.v1
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    jpegAvailable download formats
    Dataset updated
    Jun 18, 2023
    Dataset provided by
    SciELO journals
    Authors
    Rodrigo Fernandes Malaquias; Miguel Hernandes Júnior
    License

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

    Area covered
    Brazil
    Description

    ABSTRACT This article aimed to test the effect of lockup periods on the performance of Brazilian equity funds and multimarket funds, considering the period affected by the 2019 coronavirus disease (COVID-19). This study contributes to better understanding the effects of redemption restrictions imposed on quotaholders, a relevant subject considering the increase in the number of funds in Brazil. This effect is analyzed with particular focus on the period affected by the COVID-19 pandemic. The results of this study have implications for individual and professional investors and may also interest large families of Brazilian funds, given that the establishment of lockup periods forms part of a long-term decision. The research has the potential to impact planning in the fund industry, the financial planning of small and large investors, as well as the literature on the subject, motivating the undertaking of new research. The sample was composed of 17,417 Brazilian funds, 13,581 of which were multimarket funds and 3,836 were equity funds, covering the period from January of 2018 to December of 2021. Various subsamples were evaluated for robustness purposes. The hypotheses were tested using a difference-in-difference model operationalized through a panel. Fund performance was estimated every quarter based on the four-factor alpha. The main results of the study reveal that lockup periods were positively associated with fund performance. On the other hand, during the period negatively affected by COVID-19, funds with greater lockup periods did not record better performance than the other funds (considering in the comparison the performance of groups with a shorter lockup and that of the funds before the pandemic), a result that may advance the discussion on the effects of redemption restrictions.

  8. Most profitable shorted stocks in the U.S. during the first week of March...

    • statista.com
    Updated May 26, 2025
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    Statista (2025). Most profitable shorted stocks in the U.S. during the first week of March 2020 [Dataset]. https://www.statista.com/statistics/1201072/most-profitable-shorts-coronavirus-pandemic-usa/
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    Dataset updated
    May 26, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Mar 2, 2020 - Mar 6, 2020
    Area covered
    United States
    Description

    In just one week in March 2020, investors with a short position on Tesla stock were able to generate profits of over one billion U.S. dollars. From around mid-February 2020, the global coronavirus (COVID-19) pandemic sent global stock markets into a tailspin as entire countries closed down their economy in order to slow the spread of the virus. While the effect on financial markets was catastrophic for many most investors, once class of investor was able to profit handsomely off the disaster - short sellers. Short selling is a process whereby investors effectively borrow a certain number of shares for a period of time, with the aim of selling them when the price is high, then repurchasing at a lower price in order to return them.

  9. f

    Descriptive statistics.

    • figshare.com
    xls
    Updated Apr 16, 2024
    + more versions
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    Baixiang Wang; Muhammad Waris; Katarzyna Adamiak; Mohammad Adnan; Hawkar Anwer Hamad; Saad Mahmood Bhatti (2024). Descriptive statistics. [Dataset]. http://doi.org/10.1371/journal.pone.0295853.t001
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    xlsAvailable download formats
    Dataset updated
    Apr 16, 2024
    Dataset provided by
    PLOS ONE
    Authors
    Baixiang Wang; Muhammad Waris; Katarzyna Adamiak; Mohammad Adnan; Hawkar Anwer Hamad; Saad Mahmood Bhatti
    License

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

    Description

    The COVID-19 pandemic has emerged as a significant event of the current century, introducing substantial transformations in economic and social activities worldwide. The primary objective of this study is to investigate the relationship between daily COVID-19 cases and Pakistan stock market (PSX) return volatility. To assess the relationship between daily COVID-19 cases and the PSX return volatility, we collected secondary data from the World Health Organization (WHO) and the PSX website, specifically focusing on the PSX 100 index, spanning from March 15, 2020, to March 31, 2021. We used the GARCH family models for measuring the volatility and the COVID-19 impact on the stock market performance. Our E-GARCH findings show that there is long-term persistence in the return volatility of the stock market of Pakistan in the period of the COVID-19 timeline because ARCH alpha (ω1) and GARCH beta (ω2) are significant. Moreover, is asymmetrical effect is found in the stock market of Pakistan during the COVID-19 period due to Gamma (ѱ) being significant for PSX. Our DCC-GARCH results show that the COVID-19 active cases have a long-term spillover impact on the Pakistan stock market. Therefore, the need of strong planning and alternative platform should be needed in the distress period to promote the stock market and investor should advised to make diversified international portfolio by investing in high and low volatility stock market to save their income. This study advocated the implications for investors to invest in low volatility stock especially during the period of pandemics to protect their return on investment. Moreover, policy makers and the regulators can make effective policies to maintain financial stability during pandemics that is very important for the country’s economic development.

  10. c

    Investments by enterprises in the industry; expectation and realization

    • cbs.nl
    • data.overheid.nl
    xml
    Updated Jun 12, 2025
    + more versions
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    Centraal Bureau voor de Statistiek (2025). Investments by enterprises in the industry; expectation and realization [Dataset]. https://www.cbs.nl/en-gb/figures/detail/85209ENG
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    xmlAvailable download formats
    Dataset updated
    Jun 12, 2025
    Dataset authored and provided by
    Centraal Bureau voor de Statistiek
    License

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

    Time period covered
    2013 - 2025
    Area covered
    The Netherlands
    Description

    This table covers the investment expectations and realisations of enterprises in the Dutch manufacturing industry. Every February Statistics Netherlands asks enterprises in this sector about their investment expectations for the current calendar year and the realisations for the previous year. This table is compiled with cofinancing of the Ministry of Economic Affairs and Climate Policy.

    Data available from: 2013 The data collected for publication in May 2020 is partial (approximately three quarters) from before March 12. March 12 is the turning point for the measures for the COVID-19 pandemic. In view of the impact of this, the data from before 12 March have been corrected, based on additional requests and the response after 12 March.

    Status of the figures: All figures for the expectations for 2013 to 2023 are final. The figures for achievements from 2013 to 2023 are final and those for 2024 and 2025 are provisional.

    Changes as of June 12, 2025: The 2023 figures are now final. The provisional realization figures for 2024 and the provisional expectation figures for 2025 have also been added.

    Changes as of July 5, 2024: The description of SIC 2008 coding was accidentally published in Dutch, this has been corrected in this version.

    Changes as of June 5, 2024: The dates for the realization of 2022 have been adjusted to more definitive, the provisional dates of the realization of 2023 and the expectations for 2024 have been added. The SBI codes 06 to 09 and B, D, E and F with underlying codes have been added.

    When will new figures be published? The expected investment data of year T have the following publication timetable: • In the middle of year T: Expected investments for T (definitive) Realised investments for T minus 1 (preliminary) Realised investments for T minus 2 (definitive) • At the end of year T: Realised investments for T minus 1 (preliminary)

  11. Threshold GARCH results.

    • plos.figshare.com
    xls
    Updated Apr 16, 2024
    + more versions
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    Baixiang Wang; Muhammad Waris; Katarzyna Adamiak; Mohammad Adnan; Hawkar Anwer Hamad; Saad Mahmood Bhatti (2024). Threshold GARCH results. [Dataset]. http://doi.org/10.1371/journal.pone.0295853.t006
    Explore at:
    xlsAvailable download formats
    Dataset updated
    Apr 16, 2024
    Dataset provided by
    PLOShttp://plos.org/
    Authors
    Baixiang Wang; Muhammad Waris; Katarzyna Adamiak; Mohammad Adnan; Hawkar Anwer Hamad; Saad Mahmood Bhatti
    License

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

    Description

    The COVID-19 pandemic has emerged as a significant event of the current century, introducing substantial transformations in economic and social activities worldwide. The primary objective of this study is to investigate the relationship between daily COVID-19 cases and Pakistan stock market (PSX) return volatility. To assess the relationship between daily COVID-19 cases and the PSX return volatility, we collected secondary data from the World Health Organization (WHO) and the PSX website, specifically focusing on the PSX 100 index, spanning from March 15, 2020, to March 31, 2021. We used the GARCH family models for measuring the volatility and the COVID-19 impact on the stock market performance. Our E-GARCH findings show that there is long-term persistence in the return volatility of the stock market of Pakistan in the period of the COVID-19 timeline because ARCH alpha (ω1) and GARCH beta (ω2) are significant. Moreover, is asymmetrical effect is found in the stock market of Pakistan during the COVID-19 period due to Gamma (ѱ) being significant for PSX. Our DCC-GARCH results show that the COVID-19 active cases have a long-term spillover impact on the Pakistan stock market. Therefore, the need of strong planning and alternative platform should be needed in the distress period to promote the stock market and investor should advised to make diversified international portfolio by investing in high and low volatility stock market to save their income. This study advocated the implications for investors to invest in low volatility stock especially during the period of pandemics to protect their return on investment. Moreover, policy makers and the regulators can make effective policies to maintain financial stability during pandemics that is very important for the country’s economic development.

  12. Financial Asset Investing in New Zealand - Market Research Report...

    • ibisworld.com
    Updated Feb 15, 2024
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    IBISWorld (2024). Financial Asset Investing in New Zealand - Market Research Report (2015-2030) [Dataset]. https://www.ibisworld.com/nz/industry/financial-asset-investing/519/
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    Dataset updated
    Feb 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
    New Zealand
    Description

    The Financial Asset Investing industry's revenue is largely dictated by the performance of domestic and international financial markets. Volatility in global financial markets due to the pandemic and the Russia-Ukraine conflict has contributed to a decline in confidence. Industry revenue is expected to fall at an annualised 3.2% over the five years through 2023-24, to total $31.1 billion. This trend includes an anticipated uptick of 0.1% in the current year. Industry revenue has been highly volatile, with sharemarket performance remaining relatively weak due to the pandemic. As a result, profitability has trended downwards. Despite this decline, industry participation has jumped, as asset investing becomes more popular among consumers and businesses, including investments in riskier assets like domestic and international equities. To curb inflation, the RBNZ has repeatedly raised its official cash rate, resulting in a 14-year high in cash rates and a surge in interest rates in New Zealand. Rising interest rates have sparked interest in longer term debt securities due to their higher yield, which is more enticing for investors. This has somewhat offset the decline in industry revenue. Industry revenue is forecast to grow moving forwards. A strong economic recovery following the pandemic and easing global concerns are projected to drive revenue growth, as investors are more eager to take on higher risk. Forecast rate cuts are set to stimulate stock market performance. Instead of longer term debt securities like bonds, investors will start gravitating towards equities as yields gradually decline. Other factors set to drive growth include lower revenue volatility and a rise in industry assets contributing to growing investment returns. Technology will continue to play a key role in the Financial Asset Investing industry. Fintech advancements, like chatbots and robo-advisors, are set to enhance profitability in the coming years by automating tasks and reducing reliance on administrative labour. However, firms will likely face stronger competition for funds from superannuation funds and KiwiSaver schemes. Overall, industry revenue is forecast to grow at an annualised 3.3% over the five years through 2028-29, to reach $36.5 billion.

  13. Open-End Investment Funds in the US - Market Research Report (2015-2030)

    • ibisworld.com
    Updated Oct 15, 2024
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    IBISWorld (2024). Open-End Investment Funds in the US - Market Research Report (2015-2030) [Dataset]. https://www.ibisworld.com/united-states/market-research-reports/open-end-investment-funds-industry/
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    Dataset updated
    Oct 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
    Description

    Revenue for the Open-End Investment Funds industry has been increasing over the five years to 2024. Open-end investment funds revenue has been growing at a CAGR of 0.6% to $176.7 billion over the past five years, including an expected decline of 0.4% in 2024 alone. In the same year, profit is set to fall to 29.4%. Industry revenue has been increasing alongside overall asset growth, despite operators being forced to lower fees to meet shifting consumer preferences. The greatest shift in the industry has been an evolving investor preference for exchange-traded funds (ETFs). While mutual funds account for the majority of industry assets, growth in ETF assets has significantly outpaced that of mutual funds. Expenses that mutual fund investors incur have fallen from 0.5% of assets in 2018 to 0.4% in 2023, as industry operators have cut fees to attract new capital due to pressure from new funds (latest data available). Also, in 2020, the financial stimulus and lowered interest rates in response to the pandemic helped increase asset prices in the latter half of the current period. Open-end investment funds' revenue is expected to grow at a CAGR of 3.3% to $207.5 billion over the five years to 2029. The fears over inflation and a possible recession are expected to dominate the beginning of the outlook period. The Federal Reserve is expected to continue cutting interest rates as inflationary pressures ease. Investment companies' importance will continue to grow, with mutual funds and ETFs representing key channels for individual and institutional investors to access financial markets.

  14. Impact of COVID-19 on company's investments in Poland 2020, by business...

    • statista.com
    • ai-chatbox.pro
    Updated Apr 10, 2024
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    Statista (2024). Impact of COVID-19 on company's investments in Poland 2020, by business activity type [Dataset]. https://www.statista.com/statistics/1112739/poland-impact-of-covid-19-on-company-s-investments-by-business-activity-type/
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    Dataset updated
    Apr 10, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Apr 1, 2020 - Apr 10, 2020
    Area covered
    Poland
    Description

    It is expected that in 2020, all branches of the Polish economy will record a negative level of investment due to the coronavirus pandemic. The most significant drop in investments will affect accommodation and catering, and the wholesale trade sector will be least affected..

    For further information about the coronavirus (COVID-19) pandemic, please visit our dedicated Facts and Figures page.

  15. f

    Data_Sheet_1_The intervention of local public authorities and the impact of...

    • frontiersin.figshare.com
    docx
    Updated May 16, 2024
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    George Ștefan; Dumitru Alexandru Bodislav; Alina Arsăni (Chiriță); Andrei Hrebenciuc; Ada Paierele; Anca Paraschiv; Daniela Virjan (2024). Data_Sheet_1_The intervention of local public authorities and the impact of the COVID-19 pandemic in Romania: a subnational analysis.docx [Dataset]. http://doi.org/10.3389/fpubh.2024.1105518.s001
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    docxAvailable download formats
    Dataset updated
    May 16, 2024
    Dataset provided by
    Frontiers
    Authors
    George Ștefan; Dumitru Alexandru Bodislav; Alina Arsăni (Chiriță); Andrei Hrebenciuc; Ada Paierele; Anca Paraschiv; Daniela Virjan
    License

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

    Area covered
    Romania
    Description

    The COVID-19 pandemic had a strong territorial dimension, with a highly asymmetric impact among Romanian counties, depending on pre-existing vulnerabilities, regions’ economic structure, exposure to global value chains, specialization, and overall ability to shift a large share of employees to remote working. The aim of this paper is to assess the role of Romanian local authorities during this unprecedented global medical emergency by capturing the changes of public spending at the local level between 2010 and 2021 and amid the COVID-19 pandemic, and to identify clusters of Romanian counties that shared similar characteristics in this period, using a panel data quantitative model and hierarchical cluster analysis. Our empirical analysis shows that between 2010-2021, the impact of social assistance expenditures was higher than public investment (capital spending and EU funds) on the GDP per capita at county level. Additionally, based on various macroeconomic and structural indicators (health, labour market performance, economic development, entrepreneurship, and both local public revenues and several types of expenditures), we determined seven clusters of counties. The research contributes to the discussion regarding the increase of economic resilience but also to the evidence-based public policies implementation at local level.

  16. Investment transactions made due to the COVID-19 outbreak in the U.S. 2020

    • statista.com
    Updated May 19, 2025
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    Statista (2025). Investment transactions made due to the COVID-19 outbreak in the U.S. 2020 [Dataset]. https://www.statista.com/statistics/1229165/investment-transactions-made-as-a-result-to-coronavirus-outbreak-usa/
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    Dataset updated
    May 19, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    May 29, 2020 - Jun 16, 2020
    Area covered
    United States
    Description

    The market volatility caused by the coronavirus pandemic resulted in low trading activity among investors in the United States in 2020. According to a survey from May to June 2020, only 11 percent of retirement-only investors stated to have bought, sold, or both bought and sold investments. The activity was higher among taxable account investors, where 20 percent stated to have both bought and sold investments, another 19 percent bought, and another 10 percent had sold.

  17. U

    Inflation Data

    • dataverse.unc.edu
    • dataverse-staging.rdmc.unc.edu
    Updated Oct 9, 2022
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    UNC Dataverse (2022). Inflation Data [Dataset]. http://doi.org/10.15139/S3/QA4MPU
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    Dataset updated
    Oct 9, 2022
    Dataset provided by
    UNC Dataverse
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Description

    This is not going to be an article or Op-Ed about Michael Jordan. Since 2009 we've been in the longest bull-market in history, that's 11 years and counting. However a few metrics like the stock market P/E, the call to put ratio and of course the Shiller P/E suggest a great crash is coming in-between the levels of 1929 and the dot.com bubble. Mean reversion historically is inevitable and the Fed's printing money experiment could end in disaster for the stock market in late 2021 or 2022. You can read Jeremy Grantham's Last Dance article here. You are likely well aware of Michael Burry's predicament as well. It's easier for you just to skim through two related videos on this topic of a stock market crash. Michael Burry's Warning see this YouTube. Jeremy Grantham's Warning See this YouTube. Typically when there is a major event in the world, there is a crash and then a bear market and a recovery that takes many many months. In March, 2020 that's not what we saw since the Fed did some astonishing things that means a liquidity sloth and the risk of a major inflation event. The pandemic represented the quickest decline of at least 30% in the history of the benchmark S&P 500, but the recovery was not correlated to anything but Fed intervention. Since the pandemic clearly isn't disappearing and many sectors such as travel, business travel, tourism and supply chain disruptions appear significantly disrupted - the so-called economic recovery isn't so great. And there's this little problem at the heart of global capitalism today, the stock market just keeps going up. Crashes and corrections typically occur frequently in a normal market. But the Fed liquidity and irresponsible printing of money is creating a scenario where normal behavior isn't occurring on the markets. According to data provided by market analytics firm Yardeni Research, the benchmark index has undergone 38 declines of at least 10% since the beginning of 1950. Since March, 2020 we've barely seen a down month. September, 2020 was flat-ish. The S&P 500 has more than doubled since those lows. Look at the angle of the curve: The S&P 500 was 735 at the low in 2009, so in this bull market alone it has gone up 6x in valuation. That's not a normal cycle and it could mean we are due for an epic correction. I have to agree with the analysts who claim that the long, long bull market since 2009 has finally matured into a fully-fledged epic bubble. There is a complacency, buy-the dip frenzy and general meme environment to what BigTech can do in such an environment. The weight of Apple, Amazon, Alphabet, Microsoft, Facebook, Nvidia and Tesla together in the S&P and Nasdaq is approach a ridiculous weighting. When these stocks are seen both as growth, value and companies with unbeatable moats the entire dynamics of the stock market begin to break down. Check out FANG during the pandemic. BigTech is Seen as Bullet-Proof me valuations and a hysterical speculative behavior leads to even higher highs, even as 2020 offered many younger people an on-ramp into investing for the first time. Some analysts at JP Morgan are even saying that until retail investors stop charging into stocks, markets probably don’t have too much to worry about. Hedge funds with payment for order flows can predict exactly how these retail investors are behaving and monetize them. PFOF might even have to be banned by the SEC. The risk-on market theoretically just keeps going up until the Fed raises interest rates, which could be in 2023! For some context, we're more than 1.4 years removed from the bear-market bottom of the coronavirus crash and haven't had even a 5% correction in nine months. This is the most over-priced the market has likely ever been. At the night of the dot-com bubble the S&P 500 was only 1,400. Today it is 4,500, not so many years after. Clearly something is not quite right if you look at history and the P/E ratios. A market pumped with liquidity produces higher earnings with historically low interest rates, it's an environment where dangerous things can occur. In late 1997, as the S&P 500 passed its previous 1929 peak of 21x earnings, that seemed like a lot, but nothing compared to today. For some context, the S&P 500 Shiller P/E closed last week at 38.58, which is nearly a two-decade high. It's also well over double the average Shiller P/E of 16.84, dating back 151 years. So the stock market is likely around 2x over-valued. Try to think rationally about what this means for valuations today and your favorite stock prices, what should they be in historical terms? The S&P 500 is up 31% in the past year. It will likely hit 5,000 before a correction given the amount of added liquidity to the system and the QE the Fed is using that's like a huge abuse of MMT, or Modern Monetary Theory. This has also lent to bubbles in the housing market, crypto and even commodities like Gold with long-term global GDP meeting many headwinds in the years ahead due to a demographic shift of an ageing population and significant technological automation. So if you think that stocks or equities or ETFs are the best place to put your money in 2022, you might want to think again. The crash of the OTC and small-cap market since February 2021 has been quite an indication of what a correction looks like. According to the Motley Fool what happens after major downturns in the market historically speaking? In each of the previous four instances that the S&P 500's Shiller P/E shot above and sustained 30, the index lost anywhere from 20% to 89% of its value. So what's what we too are due for, reversion to the mean will be realistically brutal after the Fed's hyper-extreme intervention has run its course. Of course what the Fed stimulus has really done is simply allowed the 1% to get a whole lot richer to the point of wealth inequality spiraling out of control in the decades ahead leading us likely to a dystopia in an unfair and unequal version of BigTech capitalism. This has also led to a trend of short squeeze to these tech stocks, as shown in recent years' data. Of course the Fed has to say that's its done all of these things for the people, employment numbers and the labor market. Women in the workplace have been set behind likely 15 years in social progress due to the pandemic and the Fed's response. While the 89% lost during the Great Depression would be virtually impossible today thanks to ongoing intervention from the Federal Reserve and Capitol Hill, a correction of 20% to 50% would be pretty fair and simply return the curve back to a normal trajectory as interest rates going back up eventually in the 2023 to 2025 period. It's very unlikely the market has taken Fed tapering into account (priced-in), since the euphoria of a can't miss market just keeps pushing the markets higher. But all good things must come to an end. Earlier this month, the U.S. Bureau of Labor Statistics released inflation data from July. This report showed that the Consumer Price Index for All Urban Consumers rose 5.2% over the past 12 months. While the Fed and economists promise us this inflation is temporary, others are not so certain. As you print so much money, the money you have is worth less and certain goods cost more. Wage gains in some industries cannot be taken back, they are permanent - in the service sector like restaurants, hospitality and travel that have been among the hardest hit. The pandemic has led to a paradigm shift in the future of work, and that too is not temporary. The Great Resignation means white collar jobs with be more WFM than ever before, with a new software revolution, different transport and energy behaviors and so forth. Climate change alone could slow down global GDP in the 21st century. How can inflation be temporary when so many trends don't appear to be temporary? Sure the price of lumber or used-cars could be temporary, but a global chip shortage is exasperating the automobile sector. The stock market isn't even behaving like it cares about anything other than the Fed, and its $billions of dollars of buying bonds each month. Some central banks will start to taper about December, 2021 (like the European). However Delta could further mutate into a variant that makes the first generation of vaccines less effective. Such a macro event could be enough to trigger the correction we've been speaking about. So stay safe, and keep your money safe. The Last Dance of the 2009 bull market could feel especially more painful because we've been spoiled for so long in the markets. We can barely remember what March, 2020 felt like. Some people sold their life savings simply due to scare tactics by the likes of Bill Ackman. His scare tactics on CNBC won him likely hundreds of millions as the stock market tanked. Hedge funds further gamed the Reddit and Gamestop movement, orchestrating them and leading the new retail investors into meme speculation and a whole bunch of other unsavory things like options trading at such scale we've never seen before. It's not just inflation and higher interest rates, it's how absurdly high valuations have become. Still correlation does not imply causation. Just because inflation has picked up, it doesn't guarantee that stocks will head lower. Nevertheless, weaker buying power associated with higher inflation can't be overlooked as a potential negative for the U.S. economy and equities. The current S&P500 10-year P/E Ratio is 38.7. This is 97% above the modern-era market average of 19.6, putting the current P/E 2.5 standard deviations above the modern-era average. This is just math, folks. History is saying the stock market is 2x its true value. So why and who would be full on the market or an asset class like crypto that is mostly speculative in nature to begin with? Study the following on a historical basis, and due your own due diligence as to the health of the markets: Debt-to-GDP ratio Call to put ratio

  18. Fund Trading Platform Market Report | Global Forecast From 2025 To 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Oct 5, 2024
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    Dataintelo (2024). Fund Trading Platform Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/fund-trading-platform-market
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    pdf, pptx, csvAvailable download formats
    Dataset updated
    Oct 5, 2024
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Fund Trading Platform Market Outlook



    The global fund trading platform market size was valued at approximately USD 12.5 billion in 2023 and is projected to reach USD 25.6 billion by 2032, growing at a compound annual growth rate (CAGR) of 8.2% during the forecast period. The rapid growth of this market can be attributed to several factors, including technological advancements, increased adoption of digital trading solutions, and the rising popularity of various investment options among both institutional and retail investors.



    One significant growth factor in the fund trading platform market is the increasing digitization of financial services. Financial institutions are investing heavily in modernizing their trading platforms to enhance user experience and offer seamless trading functionalities. The adoption of AI and machine learning algorithms is revolutionizing trading strategies, providing real-time insights and predictive analytics that help traders make more informed decisions. Additionally, the rise of fintech startups is accelerating innovation within this market, introducing new tools and platforms that cater to the evolving needs of investors.



    Another key driver is the growing demand for diverse investment options. Investors are becoming more sophisticated and are looking beyond traditional securities like stocks and bonds to include mutual funds, ETFs, and other fund types in their portfolios. This trend is pushing financial service providers to expand their trading platforms to support a wider range of investment products. Moreover, regulatory changes in various regions are making it easier for retail investors to access different types of funds, further fueling market growth.



    Additionally, the COVID-19 pandemic has significantly influenced the fund trading platform market. The pandemic accelerated the shift towards digital financial services as lockdowns and social distancing measures made face-to-face interactions challenging. As a result, there was a surge in the number of investors turning to online trading platforms. This shift is expected to have a lasting impact, with many investors likely to continue using digital platforms even as the pandemic subsides. The increase in market volatility during this period also highlighted the need for robust trading platforms capable of handling large volumes of transactions efficiently.



    Regionally, North America remains a dominant player in the fund trading platform market, attributed to the presence of major financial institutions and advanced technological infrastructure. Europe follows closely, driven by regulatory initiatives like MiFID II, which emphasize transparency and competition in financial markets. The Asia Pacific region is anticipated to witness the highest growth rate due to increasing financial literacy, expanding middle-class population, and the proliferation of digital payment systems. Latin America and the Middle East & Africa, though smaller in market share, are also expected to see steady growth as financial markets in these regions continue to develop.



    Component Analysis



    The fund trading platform market is segmented by component into software and services. The software segment is a critical component, encompassing the various applications and tools that facilitate fund trading activities. These software solutions range from basic trading platforms to advanced algorithms for high-frequency trading. The increasing demand for user-friendly interfaces and real-time data analytics is driving innovation in this segment. Many platforms now offer mobile applications, allowing traders to execute transactions and monitor their portfolios on the go. This mobility is particularly appealing to retail investors who seek flexibility and convenience.



    On the other hand, the services segment includes consulting, implementation, and maintenance services that support the successful deployment and operation of trading platforms. As financial technologies become more complex, the need for specialized services to ensure smooth integration and optimal performance increases. Financial institutions often rely on third-party service providers for expertise in setting up and managing their trading platforms. Additionally, ongoing maintenance services are crucial for keeping these platforms updated with the latest security features and regulatory compliance standards.



    Customization is another growing trend within the software segment. Financial institutions are increasingly seeking tailored solutions that meet their specific trading needs. This demand for customization is

  19. f

    Data from: EFFECT OF INVESTMENT KNOWLEDGE ON INVESTMENT DECISION AMID...

    • figshare.com
    txt
    Updated May 17, 2024
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    John Woode (2024). EFFECT OF INVESTMENT KNOWLEDGE ON INVESTMENT DECISION AMID COVID-19 PANDEMIC: THE MODERATING ROLE OF FINANCIAL RISK TOLERANCE [Dataset]. http://doi.org/10.6084/m9.figshare.25849228.v1
    Explore at:
    txtAvailable download formats
    Dataset updated
    May 17, 2024
    Dataset provided by
    figshare
    Authors
    John Woode
    License

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

    Description

    The document contain data for the above titled manuscript submitted for publication.

  20. Weekly development Dow Jones Industrial Average Index 2020-2025

    • statista.com
    • ai-chatbox.pro
    Updated Mar 20, 2023
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    Statista (2023). Weekly development Dow Jones Industrial Average Index 2020-2025 [Dataset]. https://www.statista.com/statistics/1104278/weekly-performance-of-djia-index/
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    Dataset updated
    Mar 20, 2023
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jan 1, 2020 - Mar 2, 2025
    Area covered
    United States
    Description

    The Dow Jones Industrial Average (DJIA) index dropped around ***** points in the four weeks from February 12 to March 11, 2020, but has since recovered and peaked at ********* points as of November 24, 2024. In February 2020 - just prior to the global coronavirus (COVID-19) pandemic, the DJIA index stood at a little over ****** points. U.S. markets suffer as virus spreads The COVID-19 pandemic triggered a turbulent period for stock markets – the S&P 500 and Nasdaq Composite also recorded dramatic drops. At the start of February, some analysts remained optimistic that the outbreak would ease. However, the increased spread of the virus started to hit investor confidence, prompting a record plunge in the stock markets. The Dow dropped by more than ***** points in the week from February 21 to February 28, which was a fall of **** percent – its worst percentage loss in a week since October 2008. Stock markets offer valuable economic insights The Dow Jones Industrial Average is a stock market index that monitors the share prices of the 30 largest companies in the United States. By studying the performance of the listed companies, analysts can gauge the strength of the domestic economy. If investors are confident in a company’s future, they will buy its stocks. The uncertainty of the coronavirus sparked fears of an economic crisis, and many traders decided that investment during the pandemic was too risky.

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Statista (2023). Investing lessons learned during pandemic worldwide 2021 [Dataset]. https://www.statista.com/statistics/1254003/investing-lessons-learned-from-pandemic/
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Investing lessons learned during pandemic worldwide 2021

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Dataset updated
Dec 8, 2023
Dataset authored and provided by
Statistahttp://statista.com/
Time period covered
Mar 2021 - Apr 2021
Area covered
Worldwide
Description

Investors worldwide learned some key financial lessons from the coronavirus (COVID-19) pandemic. As of 2021, almost one third of the respondents declared that the pandemic taught them to avoid emotional investment decisions. Moreover, 25 percent of the respondents learned how to understand risk in their portfolio.

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