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What are the applications of machine learning, deep learning and/or artificial intelligence technologies to securities market analysis, including stock market analysis, bonds, derivatives?
ICT information technologies have already been implemented in banking and large companies operating in non-financial sectors of the economy since the beginning of the third technological revolution. Subsequently, the Internet was used to develop online and mobile banking. Perhaps in the future, virtual banking will be developed on the basis of the increasing scale of application of technologies typical of the current fourth technological revolution and the growing scale of implementation of Industry 4.0 technologies to businesses operating in both the financial and non-financial sectors of the economy. In recent years, various technologies for advanced, multi-criteria data processing have increasingly been applied to business entities in order to improve organisational management processes, risk management, customer and contractor relationship management, management of supply logistics systems, procurement, production, etc., and to improve the profitability of business processes. In order to improve the profitability of business processes, improve marketing communications, offer products and services remotely to customers, etc., such Industry 4.0 technologies as the Internet of Things, cloud computing, Big Data Analytics, Data Science, Blockchain, robotics, multi-criteria simulation models, digital twins, but also machine learning, deep learning and artificial intelligence are increasingly being used. In the field of improving the processes of equity investment management, the processes of carrying out economic and financial analyses, fundamental analyses concerning the valuation of specific categories of investment assets, including securities, i.e. improving the processes carried out in investment banking, ICT information technologies and Industry 4.0 have also been used for many years now. In this connection, there are also emerging opportunities to apply machine learning, deep learning and/or artificial intelligence technologies to the analysis of the securities market, including the analysis of the stock market, bonds, derivatives, etc., i.e. key aspects of business analytics carried out in investment banking. Improving such analytics through the use of the aforementioned technologies should, in addition to the issue of optimising investment returns, also take into account important aspects of the financial security of capital markets transactions, including issues of credit risk management, market risk management, systemic risk management, etc.
In view of the above, I would like to address the following question to the esteemed community of scientists and researchers:
What are the applications of machine learning, deep learning and/or artificial intelligence technologies for securities market analysis, including equity, bond, derivatives market analysis?
What is your opinion on the subject?
What do you think about this topic?
Please respond,
I invite you all to discuss,
Thank you very much,
Best regards,
Dariusz Prokopowicz
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  1. Financial investors are maneuvering computer systems to mechanize their stock trading processes, and
  2. The financial markets have restructured themselves, so virtually all markets right now are limited to order books.
The majority of financial transactions at the present time have become electronic and the total period it takes to execute a stock trade has been significantly reduced to nanoseconds.
The academic jury is still out on the market volatility (risk) consequences of AI trading in the stock market.
In fact, a hybrid system may be a more sustainable future for the finance industry. Thus, the direction of higher education may change towards infusion of data science (FinTech) applications where machines (AIs) and humans coexist, i.e. personal contact and human discretion will be imperative at certain stages of investing.
In this sense, dear Dariusz Prokopowicz , tech-know-logical speed cannot guarantee quality investments, i.e. the creative destruction of the finance industry depends on human macro-prudence, in terms of choosing right investment directions, where the right steps decide and not just the speed of transactions.
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It is precisely the necessity of making profits and avoiding losses that gives to the consumers a firm hold over the entrepreneurs and forces them to comply with the wishes of the people.
Lv Mises
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Can economic growth occur in the short term?
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There are two main sources of economic growth: growth in the size of the workforce and growth in the productivity (output per hour worked) of that workforce. Either can increase the overall size of the economy, but only strong productivity growth can increase per capita GDP and income. The temporal aspect of economic growth, dear Mohammed Asseel , is therefore based on the realization of dynamic efficiency, i.e. dynamic and efficient allocation of
  • Natural resources.
  • Human resources.
  • Technology.
  • Capital formation.
  • Dynamic efficiency is influenced by, for example, research and development, investment in human and non-human capital and technological change. It is when all resources are allocated efficiently over time, and the rate of innovation is at the optimum level, which leads to falling long run average costs.
  • In terms of the: Golden Rule capital stock in the Solow Growth Model
  • https://www.csus.edu/indiv/v/vangaasbeckk/courses/100a/sup/goldenrule.pdf
  • rapid economic growth can occur in short-term or time, in the sense of a speedy human learning curve for value creation (learning that pays).
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In your opinion, does it make sense to create a new generation of something similar to ChatGPT, which will use databases built solely on the basis of continuously updated data, information, objectively verified knowledge resources, a kind of online business advisor, using defined business websites and portals, financial and economic information portals, which will answer the questions of entrepreneurs, businessmen, managers in charge of companies and enterprises, who will ask questions about the future development of their business, their company, enterprise, corporation?
In my opinion, it makes sense to create a new generation of something similar to ChatGPT, which will use databases built solely on the basis of continuously updated data, information, objectively verified knowledge resources, a kind of online business advisor, using defined business websites and portals, financial and economic information portals, which will answer the questions of entrepreneurs, businessmen, managers in charge of companies and enterprises, who will ask questions about the future development of their business, their company, enterprise, corporation. Such intelligent systems drawing on large data and information resources, processing large sets of economic and financial information and data in real time on Big Data Analytics platforms, providing current analytical data to business intelligence systems supporting business management processes, can prove very useful as tools to facilitate organizational management processes, forecasting various scenarios of abnormal events and scenarios of developments in the business environment, diagnosing escalation of risks, supporting early warning systems, diagnosing and forecasting opportunities and threats to the development of the company or enterprise, providing warning signals for contingency and risk management systems.
In view of the above, I address the following question to the esteemed community of scientists and researchers:
In your opinion, does it make sense to create a new generation of something similar to ChatGPT, which will use databases built solely on the basis of continuously updated data, information, objectively verified knowledge resources, a kind of online business advisor, using defined business websites and portals, financial and economic information portals, which will answer the questions of entrepreneurs, businessmen, managers in charge of companies and enterprises, who will ask questions about the future development of their business, their company, enterprise, corporation?
In your opinion, does it make sense to create a new generation of something similar to ChatGPT, a kind of intelligent online business advisor?
What do you think about this topic?
What is your opinion on this issue?
Please answer,
I invite everyone to join the discussion,
Thank you very much,
Best wishes,
Dariusz Prokopowicz
Counting on your opinions, on getting to know your personal opinion, on a fair approach to the discussion of scientific issues, I deliberately used the phrase "in your opinion" in the question.
The above text is entirely my own work written by me on the basis of my research.
In writing this text I did not use other sources or automatic text generation systems.
Copyright by Dariusz Prokopowicz
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Absolutely! Just as technology evolves (📱), so do business needs. A new-gen ChatGPT as a savvy online business advisor could be a game-changer 🚀. With its AI smarts, it'll make strategizing smoother than a well-oiled machine. Embrace the future of business advice! 💼🤖
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What kind of innovative startups do you think can be created using a new generation of smart tools similar to ChatGPT and/or whose business activities would be helped by such smart tools and/or certain new business concepts would be based on such smart tools?
There is a growing body of data suggesting that innovative startups may be created using the next generation of ChatGPT-like smart tools and/or whose business activities would be helped by such smart tools and/or certain new business concepts would be based on such smart tools. On the one hand, there are already emerging Internet startups based on artificial intelligence systems specialized in specific areas of creating textual, graphic, video, etc. elaborations that are variants of something similar to ChatGPT. On the other hand, arguably, some of these kinds of solutions may in the future turn into a kind of online business advisors generating advice for entrepreneurs developing new innovative startups.
In view of the above, I address the following question to the esteemed community of scientists and researchers:
What kind of innovative startups do you think could be developed using a new generation of smart tools similar to ChatGPT and/or whose business activities would be helped by such smart tools and/or certain new business concepts would be based on such smart tools?
What kind of innovative startups can be created based on the next generation of ChatGPT-like smart tools?
What do you think about this topic?
What is your opinion on this issue?
Please answer,
I invite everyone to join the discussion,
Thank you very much,
Best wishes,
Dariusz Prokopowicz
Counting on your opinions, on getting to know your personal opinion, on a fair approach to the discussion of scientific issues, I deliberately used the phrase "in your opinion" in the question.
The above text is entirely my own work written by me on the basis of my research.
In writing this text I did not use other sources or automatic text generation systems.
Copyright by Dariusz Prokopowicz
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Innovative startups can emerge in AI-driven customer service, virtual personal assistants, content generation, and language translation. Think of a "ChatGPT Café" ☕ where AI baristas craft witty conversations, making your latte and linguistics equally frothy! 🚀🤖
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I do not see other way out of this inmense crisis within the European Union. Neither MEDE, nor Eurobonds. From an overlapping generations perspective, with children and young people (who have probability quasi-zero of being infected) being forced to stop their lives and careers, we mid-age and mature people are the ones who must bear the cost of the COVID-crisis. And this means inflation (never debt). Therefore, direct monetization of aid for the shock and partial debt relief. And then, a re-europeization of the investment flows (yes, protectionism) with a strong industrial policy direction in mind.
I am conscious of the asymetric international effects of the shock within the european partners. But, either we together, and in the current generation, bear the whole cost in the form of inflation, or our legacy for future generations (within an already highly leveraged framework) is conmdemned to a Euro-collapse in 15 years. What do you think?
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  1. Direct Monetization of COVID-19 Aid: Direct monetization involves funding government expenditures, including COVID-19 aid packages, by creating new money. In this approach, the central bank essentially finances the government's spending by printing money or creating electronic reserves. This method can be used to inject funds into the economy during times of crisis. However, it also carries the risk of inflation if not managed carefully.
  2. Inflation: Inflation is the general increase in prices of goods and services over time, resulting in the decrease of purchasing power of money. During the COVID-19 pandemic, central banks in some countries implemented expansionary monetary policies, including lowering interest rates and purchasing government bonds, to combat deflationary pressures and stimulate economic growth. While some level of inflation can be beneficial to the economy, high and uncontrollable inflation can lead to economic instability.
  3. Partial Debt Relief: Many countries faced mounting public debts as a result of increased spending on COVID-19 relief measures. Partial debt relief refers to the partial cancellation or restructuring of a country's debt burden to alleviate financial strain and facilitate economic recovery. International organizations and creditors may offer debt relief to countries in distress to help them manage their financial obligations.
  4. Industrial Policies: Industrial policies refer to government interventions and strategies aimed at supporting and promoting specific industries or sectors to drive economic growth and development. During the COVID-19 crisis, governments implemented industrial policies to support essential sectors, such as healthcare, pharmaceuticals, and technology, to address the challenges posed by the pandemic and build resilience in critical areas.
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What are the methologies for economic analysis of water resources? Discuss the steps recommended for water resources management?
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Dr. Chuck, this is excellent. Thank you, I agree.
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I am trying to review the structures of Islanded microgrid, its economic analysis, and improving its efficiency and stability. so I need to know the best structure that is existing now.
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There is no one-size-fits-all answer to this question, as the best structure for an islanded microgrid will vary depending on the specific needs of the community or facility it is serving. However, some of the most common structures for islanded microgrids include:
  • Centralized: In a centralized microgrid, all of the generation and storage assets are located at a single site. This type of microgrid is typically easier to control and manage, but it can be more vulnerable to disruptions at the central site.
  • Decentralized: In a decentralized microgrid, generation, and storage assets are distributed throughout the community or facility. This type of microgrid is more difficult to control and manage, but it is more resilient to disruptions at any one site.
  • Hybrid: A hybrid microgrid combines elements of both centralized and decentralized microgrids. This type of microgrid can offer the best of both worlds, providing both ease of control and resilience to disruptions.
The choice of structure for an islanded microgrid will also depend on factors such as the size of the community or facility, the availability of renewable energy resources, and the budget.
Here are some of the advantages and disadvantages of each of these structures:
  • Centralized: Advantages: Easier to control and manage More efficient use of resources Disadvantages: More vulnerable to disruptions More expensive to install and maintain
  • Decentralized: Advantages: More resilient to disruptions More flexible to meet changing demand Disadvantages: More difficult to control and manage Less efficient use of resources
  • Hybrid: Advantages: Best of both worlds Easy to control and manage Resilient to disruptions Disadvantages: More expensive to install and maintain
Ultimately, the best structure for an islanded microgrid will depend on the specific needs of the community or facility it is serving.
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In your opinion, will the macroeconomic outlook for the global economy in the long term be dominated by optimistic or pessimistic factors?
What are the key determinants of pessimistic and/or optimistic macroeconomic forecasts for the global economy in the long term, i.e. over the next few to several years?
There are both optimistic and pessimistic factors in macroeconomic forecasts for the world economy over the long term. Depending on how they operate and which prevail, either more optimistic or more pessimistic scenarios are developed for the development of the projected economic situation realised in the future. In terms of optimistic factors, these include the use of new information technologies, Industry 4.0 and others, which, when implemented in companies and enterprises, allow for improved profitability of business processes, increased production scale, improved quality control systems and/or improved quality of product and service offerings, etc. Besides, the green transformation consisting in the development of renewable and emission-free energy sources and based on rapidly cheap green energy technologies and on generating savings in energy consumption contributes to economic efficiency and energy security. In addition, the development of sustainable economic processes, scaling up the sharing economy, improving waste separation systems, reusing recovered secondary raw materials, improving and scaling up industrial recycling, etc. will also generate savings in the consumption of raw materials and energy in the context of an efficient economy. In this way, savings will be generated that will allow for an increase in the scale of financial subsidies directed to special purpose funds supporting the development of pro-climate and pro-environmental economic ventures and the development of green economic sectors. Pessimistic factors, on the other hand, include the retreat of economic globalisation from the onset of the pandemic, the rise of economic isolationism, the prospect of deepening trade wars between the world's major economies, the introduction of prohibitive tariffs to protect domestic labour markets, the successive reduction in the scale of cross-border transfers of strategic raw materials, components, prefabricated products and technology, etc. The reduction in the scale of the international transfer of products and services, international trade also involving factors of production, strategic raw materials was already noticeable a few years before the coronavirus pandemic (Covid-19), and during the pandemic through disrupted chains of international supply and procurement logistics the scale of intermodal logistics, international trade decreased. It also resulted in the shortening of international supply and procurement logistics chains and the development of domestic industries supplying the necessary sub-assemblies and pre-fabricated components used in the production of various goods, products, mainly technological products composed of many sub-assemblies.
Such problems determining the deepening of trade wars and the backsliding of economic globalisation processes at the end of February 2022 are increased by a full-scale military war in Ukraine. This kind of war generates economic uncertainty, and uncertainty is an increase in the scale of economic risks that are difficult to measure, not easy to quantify, and holding back investment. In addition to military sectors, apart from companies producing weapons and equipment for the military, it is in many other sectors and industries of the economy that the aforementioned increase in uncertainty becomes a limiting factor for the development of investment and economic activity. On the other hand, when the war ends and the processes of reconstruction of Ukraine's economy begin, there will be a significant recovery of economic processes in some sectors of the economy, such as construction and heavy industry. However, it is unclear when the war will end. In addition to this, determinants contributing to the deepening downturn of the economy include continued elevated inflation at double-digit levels. In the context of high consumer inflation, the high proportion of core inflation determined by domestic factors is a matter of concern. In addition to this, there remains a high level of risk of further investment bank failures in a situation of falling stock market valuations of previously issued government bonds with fixed and significantly lower interest rates on new series of government bonds being issued than at present. Consequently, there is still a high level of uncertainty about the development of the economic situation in the financial markets, including the capital markets, the stock markets on which securities are priced.
In view of the above, I would like to address the following question to the esteemed community of scientists and researchers:
What are the key determinants of pessimistic and/or optimistic macroeconomic forecasts for the global economy in the long term, i.e. over the next few to several years?
In your opinion, will macroeconomic forecasts for the world economy in the long term be dominated by optimistic or pessimistic factors?
In your opinion, will the global economy emerge from the crises in the next few years or will the crises get worse?
What do you think about this topic?
What is your opinion on this subject?
Please respond,
I invite you all to discuss,
Thank you very much,
Best wishes,
Dariusz Prokopowicz
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The global economy has been affected by several crises in the past few years, including the COVID-19 pandemic, climate change, and geopolitical tensions. While some countries have been able to recover from these crises, others are still struggling. The International Monetary Fund (IMF) has projected that the global economy will grow by 4.9% in 2022. However, this growth is expected to be uneven across countries and regions.
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Has the central bank's raising of interest rates, which has already taken place over a period of at least a few months, brought inflation to a halt?
Does an increase in the cost of money, a decrease in the creditworthiness of potential borrowers have more of a deconstructive effect than an anti-inflationary instrument?
Should the government additionally use fiscal policy instruments to lower the level of inflation?
What else can be done to reduce the level of inflation?
What do you think?
What is your opinion on the subject?
Please reply,
I invite you all to discuss,
Thank you very much,
Warm regards,
Dariusz Prokopowicz
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Raising interest rates to control inflation requires complementary fiscal measures to make it effective and endearing due to peculiarities of most developing economies like Nigeria, who are monoeconomies and import dependent in nature.
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What were the various investment objectives financed by the additional off-budget money introduced into the economy since the beginning of the SARS-CoV-2 (Covid-19) coronavirus pandemic?
What were the key priorities and effects of the application of public financial aid programs financed with additional extra-budgetary money introduced into the economy?
What were the key priorities and effects of using state financial aid programs under the so-called anti-crisis interventionist activities financed with additional extra-budgetary money introduced into the economy through covid programs and earmarked funds?
What were the different purposes of financing specific anti-crisis measures that were identified as priorities during the SARS-CoV-2 (Covid-19) coronavirus pandemic?
What anti-crisis economic processes were activated by the extra-budgetary introduction of a large amount of additional money into the economy, which resulted, among others, in a significant increase in inflation (from 2021) and an increase in the hidden debt of the state's public finance system (from 2020)? What are the economic effects if the extra money finances mainly an increase in consumption compared to an increase in investment?
He hereby proposes a discussion on the issue of extra-budgetary introduction of additional money into the economy as part of government covid programs and funds, financing specific goals recognized as priorities of anti-crisis measures and the level of debt of the state's public finance system. In the country where I operate under the so-called covid funds, well over PLN 200 billion of additional money was introduced into the economy off-budget, which did not have parity in the goods and services produced. This was no exception to the anti-crisis measures of economic state interventionism used during the SARS-CoV-2 (Covid-19) coronavirus pandemic. As part of these anti-crisis measures of economic state interventionism, various financial support programs were used in individual countries, differing in their functionality and impact on the macroeconomics of the national economy. In some countries, such as Poland, the effects were mainly pro-inflationary and generated mainly by an increase in consumption. In Poland, the simplest solutions of this kind have generated a particularly high level of core inflation and a high level of loss of purchasing power of money that citizens receive in salaries, even taking into account the wage increases for employed employees applied by entrepreneurs. The anti-crisis measures of state economic interventionism implemented in Poland during the SARS-CoV-2 (Covid-19) coronavirus pandemic in the formula of mainly government programs, the so-called Anti-Crisis Shields consisting mainly in the transfer of public financial aid to commercially operating business entities, under which the largest amount of money from the public finance system was allocated by the government to non-repayable subsidies transferred to companies and enterprises in the form of subsidies to employees' salaries and refinancing fixed costs of business activity. The purpose of this type of the simplest and most primitive anti-crisis solution was to limit the scale of employment reduction and the scale of bankruptcy of business entities caused by scientifically unjustified, large-scale lockdowns imposed on selected sectors of the economy and the so-called. national quarantines. Unfortunately, the real level of unemployment was still growing during the pandemic, despite the fact that the statistics of the Central Statistical Office did not show it, because a significant part of entrepreneurs, in order to receive the aforementioned non-repayable subsidies, reduced the employment of employees from e.g. full-time to part-time. In addition, this type of anti-crisis measures of economic state intervention, applied in the simplest and most primitive formula, did not motivate companies and enterprises to implement pro-development investments. However, in some other countries, the mechanism of the applied anti-crisis actions of state economic interventionism was much more investment and pro-development, and even pro-climate and pro-environmental. For example, in the most economically and technologically developed countries of Europe, such as in Germany, the anti-crisis measures of economic state interventionism used during the SARS-CoV-2 (Covid-19) coronavirus pandemic had to a large extent precisely this type of investment, pro-development, pro-climate and pro-environmental character . In Poland, this extra money was only unproductively consumed and generated a restoration of consumption to pre-coronavirus levels and an increase in inflation from 2021. In Germany, additional money was allocated to investments, in addition to green investments, i.e. the implementation of the key anti-crisis assumption, Keynesian state interventionism, taking into account the issue of achieving sustainable development goals, accelerating the processes of green transformation of the economy, i.e. pragmatic, pro-social and at the same time pro-climate and pro-environmental measures were applied approach in the field of anti-crisis and pro-development activities. In Poland, however, the additional, printed, anti-crisis money introduced into the economy as part of off-budget Covid funds was consumed, generated another wave of economic downturn resulting from growing inflation, and contributed to an increase in the real debt of the public finance system, although hidden from the above-mentioned prudential indicators. In addition, due to the government slowing down the process of green transformation of the energy sector in recent years, more than 3/4 of electricity and heat in Poland is still generated from dirty combustion power generation based on the combustion of hard coal and lignite, which resulted in a crisis that was particularly costly for Polish citizens energy in 2022. Therefore, the anti-crisis socio-economic policy programs applied in individual countries during the coronavirus (Covid-19) pandemic were significantly diversified in many respects, including issues recognized by governments as priorities and key investment objectives financed with additional anti-crisis extra-budgetary money introduced into economy. In some countries, it was noticed that during the pandemic there is a possibility of accelerating the processes of pro-environmental, pro-climate, green transformation of the economy and this opportunity was taken advantage of. On the other hand, unfortunately, there are still countries, including EU Member States, such as Poland, in which the priorities of the anti-crisis, monetarist, historically large-scale economic state interventionism completely ignored the issue of emerging opportunities, including the financial possibilities of accelerating the processes pro-environmental, pro-climate, green transformation of the economy.
In view of the above, I am addressing the Honorable Community of scientists and researchers with the following question: What were the different purposes of financing specific anti-crisis measures that were identified as priorities during the SARS-CoV-2 (Covid-19) coronavirus pandemic? What anti-crisis economic processes were activated by the extra-budgetary introduction of a large amount of additional money into the economy, which resulted, among others, in a significant increase in inflation (from 2021) and an increase in the hidden debt of the state's public finance system (from 2020)? What are the economic effects if the extra money finances mainly an increase in consumption compared to an increase in investment? What were the key priorities and effects of applying public financial aid programs under the so-called anti-crisis interventionist activities financed with additional extra-budgetary money introduced into the economy through covid programs and earmarked funds? What were the various investment objectives financed by the additional off-budget money introduced into the economy since the beginning of the SARS-CoV-2 (Covid-19) coronavirus pandemic?
What is your opinion on this topic?
What is your opinion on this issue?
Please reply,
I invite everyone to the discussion,
Thank you very much,
The above text is fully my original work written by me on the basis of my research. In writing this text, I did not use any other sources or automatic text generation systems, such as ChatGPT. Copyright by Dariusz Prokopowicz
best wishes,
Dariusz Prokopowicz
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What do you think about involving artificial intelligence in the shaping and control of the implementation of the current and prospective socio-economic policy of the country and/or a local government unit, with a view to increasing the level of reliability, the implementation of economic and social objectives, the consideration of certain principles, including public service ethics, the reduction of the scale of corruption and embezzlement of public funds, etc.?
The quality of the formation and control of the implementation of the current and forward-looking socio-economic policy of the state and/or a local government unit is determined not only by strictly factual considerations concerning the specific conditions and determinants of the country's economic development, the phase of the business cycle in which the economy is, the level of economic growth and prosperity in individual accounting periods in relation to the planned economic policy and the draft state budget, the prosperity of the global economy and international economic relations, etc., but also by the level of reliability, implementation of the objectives of the state and/or a local government unit. but also the level of reliability, achievement of objectives, consideration of certain principles, including public service ethics, reduction of the scale of corruption and embezzlement of public funds, etc. Bearing in mind the aforementioned issues, which significantly affect the quality of implementation of a socio-economic policy programme planned for a specific period of time, it is possible to engage artificial intelligence to shape and control the implementation of current and prospective socio-economic policy of the state and/or local government unit. Of course, it would be up to humans to accept the final shape of the socio-economic policy programme proposal designed by artificial intelligence and to control its implementation. But in a situation of an appropriate increase in transparency and fuller implementation of public functions, the involvement in the role of a multi-criteria, intelligent system designing specific socio-economic policy programmes and their implementation and control of their implementation could significantly increase the effectiveness of the overall economic policy of the state, including issues of reliability, public transparency, improving the process of building a welfare economy. In the process of shaping specific socio-economic policy programmes, in addition to artificial intelligence, business analytics implemented on computerised analytical platforms Business Intelligence and Big Data Analytics may be involved, as well as, as required, other information technologies of the current fourth technological revolution, Industry 4.0 technology. The aforementioned new technologies can also be particularly helpful in developing forecasting models for estimating current and prospective levels of systemic financial risks, economic risks, the indebtedness of the state's public finance system, systemic credit risks of commercially operating financial institutions and economic entities and forecasting future financial and economic crises. Data on the aforementioned systemic risks and forecasting of trends in the economic situation can be helpful for planning the shape and implementation instruments of socio-economic policy for the following quarters and years. Besides, artificial intelligence technologies and other Industry 4.0 technologies may also help in the precise determination of the appropriate budgetary, fiscal and monetary policy instruments for designing interventionist, anti-crisis, pro-development, Keynesian socio-economic policy programmes, i.e. programmes precisely tailored to certain diagnosed determinants shaping the current and prospective economic situation.
In view of the above, I address the following question to the esteemed community of scientists and researchers:
What do you think about involving artificial intelligence, with a view to increasing the level of reliability, the implementation of economic and social objectives, the consideration of certain principles, including public service ethics, the reduction of the scale of corruption and embezzlement of public funds, etc., in the shaping and control of the implementation of the current and prospective socio-economic policy of the state and/or the local government unit?
What do you think about this topic?
What is your opinion on this subject?
Please respond,
I invite you all to discuss,
Thank you very much,
Best wishes,
Dariusz Prokopowicz
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Involving artificial intelligence in the shaping and control of socio-economic policy can have a number of potential benefits. For example, AI can help to analyze large amounts of data and identify patterns that may not be immediately apparent to humans. This can help to improve the accuracy of economic forecasts and the effectiveness of policy interventions. AI can also help to automate certain tasks, such as data entry and analysis, which can free up time for policymakers to focus on higher-level decision-making.
However, it is important to consider the potential risks and limitations of using AI in the implementation of socio-economic policy. One concern is that AI systems may be biased or discriminatory, which could have negative consequences for certain groups of people. It is also important to ensure that AI is transparent and accountable, so that citizens can understand how decisions are being made and hold policymakers accountable.
Overall, the involvement of artificial intelligence in shaping and controlling socio-economic policy can be a valuable tool, but it is important to approach it with caution and to consider the potential risks and benefits carefully.
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Please feel free to ask questions about the draft paper. The attached paper is a draft of Ideas for communist socio-economic development.
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You obviously forgot the attachment?
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What are the possibilities for applications of artificial intelligence and Big Data Analytics in carrying out multi-criteria economic and financial analyses of business entities, analyses carried out on computerised Business Intelligence platforms?
What are the potential applications of machine learning, deep learning, artificial intelligence, Big Data Analytics and other Industry 4.0 technologies in conducting multi-criteria economic and financial analyses of the historical and current performance of economic entities and making predictions about the future development of their business, analyses carried out on computerised Business Intelligence platforms?
As a result of technological advances, the potential for the application of machine learning, deep learning, artificial intelligence, Big Data Analytics and other Industry 4.0 technologies to perform multi-criteria economic and financial analyses of the historical and current functioning of businesses and to make predictions about the future development of their business, analyses carried out on computerised Business Intelligence platforms, is rapidly increasing. New ICT information technologies and Industry 4.0, including Artificial Intelligence, Machine Learning, Deep Learning, Big Data Analytics but also Data Science, Smart Technologies, Cloud Computing, Machine Learning, Personal and Industrial Internet of Things, Autonomous Robots, Horizontal and Vertical Data System Integration, Multi-Criteria Simulation Models, Digital Twins, Additive Manufacturing, Blockchain, Cyber Security Instruments, Virtual and Augmented Reality and other Advanced Data Mining technologies support the management processes of a company, enterprise or financial institution. In recent years, the aforementioned new technologies are helping to improve the management processes of supply logistics, procurement, production, service offering; marketing communication and customer relationship management; risk management; cyber security management; economic and financial analysis management, financial auditing, etc. Therefore, within the framework of the technological advances taking place, including the increasing computational capabilities of successive generations of processors and operational memory installed in computers, increasing disk capacities, storage media, increasing data transfers, etc., the possibilities of applying artificial intelligence and Big Data Analytics in carrying out multi-criteria economic and financial analyses of business entities, analyses carried out on computerised Business Intelligence platforms, are successively increasing. Consequently, the possibilities for the application of multi-criteria analytics carried out on computerised Business Intelligence platforms are also increasing year on year, which also contributes to the improvement of organisational management processes.
In view of the above, I address the following question to the esteemed community of scientists and researchers:
What are the possibilities for the application of Machine Learning, Deep Learning, Artificial Intelligence and Big Data Analytics and other Industry 4.0 technologies in carrying out multi-criteria economic and financial analyses of the historical and current performance of business entities and making predictions about the future development of their business, analyses carried out on computerised Business Intelligence platforms?
What do you think about this topic?
What is your opinion on this subject?
Please respond,
I invite you all to discuss,
Thank you very much,
Best wishes,
Dariusz Prokopowicz
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How can an effective investment strategy involving a combination of fundamental analysis and technical analysis be built in the analysis of stock markets or other investment assets priced in the capital markets?
On what premises, model assumptions can an effective investment strategy involving a combination of fundamental analysis and technical analysis in the analysis of stock markets or other investment assets priced in the capital markets be designed?
Some stock market investors, citizens and business entities, investment fund managers, investment banks operating in the capital markets use both technical analysis and fundamental analysis in their analysis and investment activities. The use of both of these analyses is usually based on the assumption that these two significantly different analyses can complement each other. Fundamental analysis consists of, among other things, several analytical segments on specific spheres of the economy, impact factors and risks acting on the operation of certain business entities, internal and external impact factors. In the environment of the company and the enterprise, the closer environment is analyzed, e.g. the competitive environment, relations with key competitors, with business counterparties, customers, with recipients of product and service offerings, with suppliers of raw materials, prefabricated components, subassemblies and other production factors necessary for business operations, with cooperators, with financial counterparties, lenders, etc. Strategic analysis, including, for example, SWOT analysis, marketing analysis, technical-economic analysis, organization analysis, financial analysis, including ratio analysis based on financial indicators based on quantitative data contained in financial statements, also plays an important role in fundamental analysis.
Technical analysis, on the other hand, involves analyzing changes in the rates and trading volumes of securities, currencies or commodities. This analysis is concerned with studying and interpreting the shapes of charts to forecast future prices (rates) based on an analysis of past price formation. Unlike fundamental analysis of a company, which takes into account both information about the global, macroeconomic, regional and industry environment in which it operates, as well as reports announced by the company itself, in the case of technical analysis these are not taken into account in the investment decision-making process. All the information needed for technical analysis is read directly from charts showing the historical price changes of the security, currency or raw material under analysis. Technical analysis assumes that stock market phenomena precede economic phenomena in time, and that the market is a mechanism for discounting the future. Technical analysts prefer to analyze the trend of the market instead of statistical data. Technical analysis is based on three basic rules: 1. Changes in supply and demand on the stock market are reflected in stock prices, 2. Changes in stock prices are subject to trends that persist over a long period of time, 3. Processes occurring on the stock market are repeated.
In view of the above, combining both analyses, i.e. fundamental and technical analysis, can give a kind of analytical added value. Accordingly, some stock market investors use both fundamental and technical analysis.
In view of the above, I address the following question to the esteemed community of scientists and researchers:
On what premises, model assumptions, can an effective investment strategy be designed to combine fundamental analysis and technical analysis in the analysis of stock markets or other investment assets priced in the capital markets?
What do you think about this topic?
What is your opinion on this issue?
Please answer,
I invite everyone to join the discussion,
Thank you very much,
Warm regards,
Dariusz Prokopowicz
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An effective investment strategy that combines fundamental and technical analysis in the study of stock markets or other investment assets priced in the capital markets can be designed based on the following premises and model assumptions:
1. Market efficiency: It is assumed that the capital markets are at least partially efficient, meaning that the current price of a stock reflects all available information about the company and its financial health.
2. Long-term perspective: Both fundamental and technical analysis can be used to make short-term and long-term investment decisions. However, an effective investment strategy is likely to be based on a long-term perspective, as both fundamental and technical analysis is more accurate when looking at trends over a more extended period.
3. Valuation models: Fundamental analysis typically involves using valuation models such as the price-to-earnings ratio, the dividend discount model, or the discounted cash flow model to determine the intrinsic value of a stock. These models make certain assumptions about future growth, earnings, and dividends, which can impact the accuracy of the valuation.
4. Technical indicators: Technical analysis involves using technical indicators such as moving averages, Bollinger Bands, and the Relative Strength Index (RSI) to identify trends and make investment decisions. These indicators make certain assumptions about market behaviour, which can impact the accuracy of the signals they generate.
5. Diversification: An effective investment strategy will likely involve diversifying investments across different asset classes and industries to reduce overall risk.
6. Risk tolerance: An effective investment strategy should consider an individual’s risk tolerance and goals. For example, a more risk-averse investor may prefer a system that emphasises fundamental analysis, while a more risk-tolerant investor may prefer an approach that emphasises technical analysis.
It is important to note that these premises and model assumptions are not absolute and can be subject to change over time as market conditions change and new information becomes available. An effective investment strategy should be flexible and subject to regular review and adjustment.
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Cherish your view on this data issue.
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Whether you agree or not, when you look at it economically, the US has been operated as a franchise of Bank of England and the House of Rothschild since 1923.
Therefore, they know everything we have, because they've used the financial system to subvert our independence.
Let's hope that gets dismantled quickly.
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Could any expert try to examine the new interesting methodology for multi-objective optimization?
A brand new conception of preferable probability and its evaluation were created, the book was entitled "Probability - based multi - objective optimization for material selection", and published by Springer, which opens a new way for multi-objective orthogonal experimental design, uniform experimental design, respose surface design, and robust design, etc.
It is a rational approch without personal or other subjective coefficients, and available at https://link.springer.com/book/9789811933509,
DOI: 10.1007/978-981-19-3351-6.
Best regards.
Yours
M. Zheng
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  1. Evolutionary Algorithms (EA): Evolutionary algorithms (EA) are a family of optimization algorithms that are inspired by the principles of natural evolution. These algorithms are widely used in multi-objective optimization because they can handle multiple objectives and constraints and can find a set of Pareto-optimal solutions that trade-off between the objectives.
  2. Particle Swarm Optimization (PSO): Particle Swarm Optimization (PSO) is a population-based optimization algorithm that is inspired by the social behavior of birds and fish. PSO has been applied to multi-objective optimization problems, and it has been shown to be effective in finding Pareto-optimal solutions.
  3. Multi-objective Artificial Bee Colony (MOABC): MOABC is a multi-objective optimization algorithm inspired by the foraging behavior of honeybees. MOABC has been applied to various multi-objective optimization problems and has been found to be efficient in finding the Pareto-optimal solutions
  4. Decomposition-based Multi-objective Optimization Algorithms (MOEA/D): Decomposition-based multi-objective optimization algorithms (MOEA/D) decompose the multi-objective problem into a set of scalar subproblems, then solve them by using a scalar optimization algorithm. MOEA/D has been found to be effective in solving multi-objective problems with high dimensionality and/or large numbers of objectives.
  5. Deep reinforcement learning (DRL) : DRL is a category of machine learning algorithm that allows the agent to learn by interacting with the environment and using the rewards as feedback. This approach has been used to optimize the decision-making process in multi-objective problems.
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Economics is a constantly evolving field, with new theories and ideas being developed over time. In recent years, there has been a growing focus on issues such as inequality, sustainability, and the role of technology in the economy. Additionally, there has been a growing interest in behavioral economics, which incorporates insights from psychology into economic analysis. Additionally, new area of study like green economics, digital economics and more are been focus to understand the economic development with time.
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Let me only add informations economics, Abdullah Mahmood
The information age will definitely change the basic paradigms of economics as discipline; but it seems to be as that the real economy changes by techno-know-logical innovation, the science of the body economic adapts with some time-lag. in this sense, be prepared for the new economics of the Information Age.
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Studying newly published articles that have been economically analyzed raises an important question. The values ​​reported in this type of analysis are very different. By what criteria do you claim that your articles are economically acceptable? Have you ever thought about such a thing or are you just reporting numerical values?
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21 December MMXXII
Flipping a coin. Heads or tails...
Cordially...
ASJ
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Since the second half of the twentieth century economic theory, unable to explain economic reality, has been moved increasingly away from traditional price theory to more modern trends such as game theory, decision theory, behavioral-empirical-experimental economics, heterodox economics etc. There is no doubt that reality is always far from the ideal state of theory and any attempt to complete theory with assumptions and parameters closer to reality is welcome. But what about if a big amount of divergence between reality and theory is due to mistakes of the theory itself?
I believe that traditional (mainstream) economics have a series of serious fundamental mistakes, which, if revised, lead to a totally different theory about how economy works. And as we always need a basic theory before we proceed to any completions and improvements of it to better match reality, we should first consider this revised basic theory. To be more concrete, the fundamental mistakes of the traditional mainstream economics are, in my opinion, the following:
1) The price taking principle and the horizontal individual demand curve for the firm
Price taking of course prevails in the market after the equilibrium has taken place, but the question is how the equilibrium is determined beforehand, by the forces of demand and supply, which certainly remain the same before and after equilibrium (meaning that a sloping demand curve can not be horizontal at the time of equilibrium). The revision here is simply that the individual demand for the firm is the total demand equally distributed to the number of firms, because buyers certainly do not have a preference for some firms in buying the product since it is an homogeneous product. This means that the individual demand curves for the firms are sloping and not horizontal and this has tremendous implications on the economic theory and its outcomes (the equilibrium point is not at the minimum average cost, which invalidates the maximization of social welfare and the optimization of Pareto efficiency, etc).
2) The supply curve
The question here is which the supply curve is, the average cost or the marginal cost curve? According to Marshall it was the average cost curve, but according to the Marginalists, who eventually prevailed in mainstream economics, it is the marginal cost curve. This latter however creates a big inconsistency: the equilibrium point, that is the intersection of total supply and total demand curves, does not maximize the profits of firms, as this maximization occurs at the intersection of total supply (marginal cost) and the total marginal revenue (and not the total demand). Yet, the profit maximization is a basic assumption in mainstream economics and should be hold at market level if it holds at firm level (it is simply a matter of aggregation). The revision here is that the supply curve is the average cost curve, and its intersection with the demand curve gives the zero (economic) profit, which is the fundamental feature in perfect competition with the continuous entry of firms till the zeroing of profit.
3) Ignorance of the firms' number as a key factor in determining equilibrium
Traditional theory sought the solution of the market equilibrium question in the intersection of two curves, demand and supply, to determine the equilibrium pair of price (p) and quantity (Q), while ignoring another factor involved in the determination of equilibrium, namely the number of firms (n), which is absolutely necessary to determine the equilibrium since this factor shapes the total supply and thus its intersection with the total demand. So we need one more equation to determine the additional unknown (n), and this equation could be none other than the equation of profit maximization, that traditional theory lacks at market level as said before. Thus the system of three equations (Demand, Supply, Profit maximization) determines the three unknowns (price, quantity, number of firms); and furthermore the number of firms in perfect competition is definite and not infinite or indefinite, as the traditional theory assumes.
These revisions bring about dramatic changes in the whole economic theory and in the social welfare, with tremendous political implications. For more analysis and for the outcomes of this research, please refer to my articles (available at ResearcgGate and ssrn):
I would be very appreciative to have your opinion, thesis and comments on this discussion.
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Dear Duan, the supply is based on the cost, and the cost refers to one firm. That is why we need the number of firms to have the total cost that in conjuction with total demand determines the equilibrium point (price-quantity produced). Regarding the problem of traditional theory of not reflecting reality, what I say is that we must first correct the fundamental mistakes of the basic model, and based on this revision to proceed to more complex models containing other factors and parameters that furthermore affect equilibrium.
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Greetings respectable community of ResearchGate. I encountered some issues while gathering data from the World Bank Database, hence I would like to know if there are alternatives or other websites like the World Bank Database in which we can gather raw data.
The website can contain whatever form of indicators such as (developments, governance, competitiveness, economics, financial sector, etc.….) Thank you in advance for your assistance.
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There are many websites and databases that provide access to raw data on a variety of indicators, such as those related to development, governance, competitiveness, economics, and the financial sector. Some examples of websites that provide such data include:
United Nations Development Programme: https://data.undp.org/
International Monetary Fund: https://www.imf.org/en/Data
United Nations Statistics Division: https://unstats.un.org/unsd/default.htm
World Health Organization: https://www.who.int/data/gho
Organisation for Economic Co-operation and Development: https://data.oecd.org/
These websites provide access to a wide range of indicators and data on various topics, and can be a useful resource for those looking for raw data for their research or analysis.
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Are the recent (mid-2022) increases in inflation that are already in double digits and have been rising for more than a year, among other things, the result of an unfolding price-wage spiral operating more in the commercial sectors of the economy or rather the result of an income-price spiral generated mainly by government social policy programmes?
Are the inflationary increases of mid-2022, among other things, the result of a developing price-wage spiral realised objectively in the commercial sectors of the economy or rather the result of an income-price spiral generated by subsidies, handouts, subsidies, etc. realised by interventionist government programmes of populist social policy and soft fiscal policy, carried out by public sector institutions of socio-economic policy programmes realised using the state's public finances?
If there are significant differences between countries on the above issue, what are these differences determined by? Are the sectoral/industrial structure of the economy and the extent of state interventionism applied by the government among the key determinants of the aforementioned differences?
What is your opinion on this topic?
Please reply,
I invite you all to discuss,
Thank you very much,
Best regards,
Dariusz Prokopowicz
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The factors that are causing the accelerated increase in prices in the world are: food, energy, gasoline, Just now, inflation is hybrid: cost push and inflation expectations.
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Is it possible to effectively pursue a growth-activating (medium-term) and development-activating (long-term) economic policy that is anti-crisis, counter-cyclical, pro-development, Keynsian and at the same time anti-inflationary?
If so, how should such an economic policy be structured? And if not, how to reconcile some mutually contradictory instruments for activating economic processes and curbing inflation? How can a tightened monetary policy (anti-inflationary interest rate hikes) and a soft (social) fiscal policy (subsidies, handouts, allowances) be effectively conducted so as to limit the scale of the development of a downturn and at the same time curb the growth of inflation? How should these two policies be conducted so that they do not cancel each other out? How to rationally conduct a policy mix consisting of tightening monetary policy and mild fiscal policy?
What is your opinion on this?
What do you think about this topic?
Please respond,
I invite you all to discuss,
Thank you very much,
Best regards,
Dariusz Prokopowicz
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I don´t see how. Goods market and money market do not work in different environments. There are others variables that influence more intensely long term
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In the context of the economic downturn, the government is now faced with a dilemma in terms of shaping interventionist, pre-election economic policy: continue subsidies to energy prices, continue to generate an increase in public debt, which is already historically high, and an increase in inflation or a lack of these subsidies and a decrease in inflation?
What will become the priority of the pre-election populist economic policy: energy price subsidies and an increase in inflation, or the lack of these subsidies and a decrease in inflation?
In a country where I operate under the government management of state interventionism based on an analysis of public sentiment and pre-election political marketing, a specific economic policy is conducted, known as a real policy mix, consisting of a mild fiscal policy (additional pensions, government subsidies to salaries of employees during a pandemic, subsidies). and benefits for citizens to reduce the effects of rising energy and fossil fuel prices, subsidies for the purchase of coal under the anti-climate and anti-ecological policy, etc.) and the tightening monetary policy of the central bank from October 2021. On the one hand, high inflation, which has been rising almost from the beginning of 2021 and was caused by the record-breaking use of money printing and subsidies to employee wages, to the operating costs of companies and enterprises that were in lockdowns, did not conduct economic activity, were in the economic crisis in 2020. Then, in order to limit the scale of the rapidly growing inflation, the central bank began raising interest rates from October 2021. This increased the cost of money borrowed by commercial banks. Credits have become more expensive, the creditworthiness of citizens and business entities has decreased, and the level of investments in various sectors and sectors of the economy is falling. Additionally, due to negligence of the government and limiting the development of renewable energy sources, the level of security and energy independence of the country is low. The increase in fossil fuel prices caused an energy crisis in the country due to the fact that key energy companies are state-owned companies and do not implement the pro-climate energy transformation, did not invest in the development of renewable and emission-free energy sources, the government has for years supported the development and vegetation of dirty combustion energy based on burning coal. This led to the situation that currently 3/4 of heat and electricity in Poland is generated from the combustion of fossil fuels, the prices of which have recently been rising rapidly. Energy companies operating as state-owned companies raise the prices of their refined petroleum products and electricity prices disproportionately much higher in relation to the increase in raw material prices on commodity exchanges, and even more so in relation to domestic raw material markets, domestic mines, from which they also purchase raw materials in the form of certain categories of fossil fuels. As citizens, through independent media and non-governmental organizations, signal their dissatisfaction with this kind of unreliable, anti-social, anti-climatic, anti-environmental, pro-crisis economic policy, the government ignoring the issue of increasing the debt of the state finance system and preparing for the parliamentary elections to be held in autumn 2023 introduces new subsidy programs for the purchase of fossil fuels. In this way, the government continues its policy of supporting dirty combustion energy, creates further pro-inflationary impulses in the economy and increases the indebtedness of the state's public finance system. In addition, due to the high risk of a deepening of the national energy crisis in the heating season, it allows municipalities to lift the previously introduced anti-smog regulations, and allows the sale of lignite for citizens to burn it in home-type furnaces. As a result, the exceptionally low quality of the air in Poland compared to Europe will worsen further and will have a negative impact on the health of citizens. I wonder why some citizens still support this type of economic policy conducted by the current government in Poland. Clearly there is a high level of relevance to government propaganda driven by government-controlled meanstream media in this regard. The above-mentioned problems may worsen if economic policy is conducted as it has been so far. The problem of the current energy crisis and the prospective climate crisis may worsen in the future. On the other hand, in the short-term, ad hoc perspective, the government is currently considering what should become the priority of the pre-election populist economic policy: subsidies to energy prices and an increase in inflation or the lack of these subsidies and a decrease in inflation?
In view of the above, I would like to address the following question to the Distinguished Community of Researchers and Scientists:
In the context of the economic downturn, the government is now faced with a dilemma in terms of shaping interventionist, pre-election economic policy: continue subsidies to energy prices, continue to generate an increase in public debt, which is already historically high, and an increase in inflation or a lack of these subsidies and a decrease in inflation?
What, in your opinion, should the economic policy be conducted in the face of the economic crisis, economic recession and possibly also stagflation in 2023?
What is your opinion on this topic?
And what is your opinion on this topic?
What do you think about this topic?
Please respond,
I invite you all to discuss,
Thank you very much,
Warm regards,
Dariusz Prokopowicz
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The issue is always the same: the government or the market. There is no third solution, i.e. I have given a clear-cut answer to the question about intervention and inflation.
My analysis is mostly based on the insights of
I.e. a mix of both systems is not possible.
——-—
Schumpeter’s work, his dynamic view of the entrepreneur and creative destruction has had a great impact on me. He indeed wrote a book, Capitalism, Socialism and Democracy, which intended to give a complex analysis of the two systems. But these two books, and a few others (e. g., some of Mises’s and Hayek’s works) are rather exceptional. A typical American textbook on economic systems is not written with the same ambition about capitalism with which I wrote about socialism. It doesn’t give you a general model of capitalism, including the characterization of the political, ideological, and social spheres.“ —  János Kornai János Kornai, in "An Interview with János Kornai : Interviewed by Olivier Blanchard", Macroeconomic Dynamics, 1999
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Take my very critical comment (and warning) as a deep reflection of historical and personal experience,
based on the empirical observations of systems behavior and feedback reactions.
—————————— The inherent vice of capitalism is the unequal sharing of blessings; the inherent virtue of socialism is the equal sharing of miseries.
Sir Winston Churchill
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What do you think are the biggest negative social and economic impacts of double-digit and currently rising inflation?
Central banks are raising interest rates in an attempt to contain rising inflation, to curb the rise in inflation and, in the next quarters or perhaps years, to bring inflation down to a low single-digit level, to the inflation target of monetary policy. However, commercial banks are raising interest rates on deposits and bank deposits to a limited extent. Interest rates on new government bond issues are also rising slowly. By contrast, interest rates on bank loans offered by commercial banks are rising much faster. The rising cost of money causes a decline in lending of mortgages, business loans, consumer loans, etc. The rate of economic growth is falling. Enterprises ai companies are holding back on new investments. Repayment instalments on long-term loans that have been granted at a variable interest rate are rising. Financial risks are increasing, including credit risks, liquidity risks, debt risks, and the profitability of production processes is falling. The risk of a significant rise in unemployment and the emergence of stagflation in 2023 is emerging. The scale of social unrest in many countries around the world is increasing. In addition, the economic downturn is being exacerbated by rising energy and fossil fuel prices, i.e. the currently developing energy crisis.
In view of the above, I address the following question to the esteemed community of researchers and scientists:
In your opinion, what are the greatest negative social and economic impacts of double-digit and currently rising inflation?
What do you think about this topic?
What is your opinion on this subject?
Please respond,
I invite you all to discuss,
Thank you very much,
Regards,
Dariusz Prokopowicz
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Double digit inflation is dreadful to the weaker sections of the society. In India, many employers have not increased salaries of its employees after Corona, imagine the situations of them.
Inflation generates by wrong use of resources by elite classes also. Why some rich people need to live in houses of hundreds of rooms?
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Greetings everyone! could anyone kindly tell me where I can get data concerning the stock and bonds market?
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Yahoo. Finance, . Blomberg.
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What can a populist social and fiscal policy based on subsidies and handouts lead to with the money of the public finance system in a situation of economic downturn, falling state budget revenues and growing indebtedness of the public finance system?
What can the ever-increasing subsidy- and welfare-based populist social policy and the soft fiscal policy with money from the state's financial system lead to through increased public debt and the printing of national money?
The political objective of the socio-economic policies implemented in this way, including social, budgetary and fiscal policies, is the plan to win the next parliamentary elections by the political party currently holding the reins of power. However, the economic consequences and the impact on the state's finances in the years ahead could be seriously negative.
Such socio-economic policies may contribute to continued high levels of inflation in the coming months.
What other negative effects could arise from such socio-economic policies in the future?
What can the ever-increasing populist social policy based on government subsidies and handouts and the soft fiscal policy implemented with the money of the state financial system, which is raised through the increase of public debt and the printing of national money, lead to?
What is your opinion on this topic?
What is your opinion on this subject?
Please reply,
I invite you all to discuss,
Thank you very much,
Best wishes,
Dariusz Prokopowicz
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Dos premisas: la primera, ¿qué es lo que se entiende por políticas populistas? Emitir moneda para la seguridad social es populismo pero emitir para salvar los bancos no lo es. ¿Qué hace la diferencia? Segunda: las políticas y economistas zombis de que habla Paul Krugman son un buen punto de referencia para mirar la efectividad de la intervención estatal.
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I am doing a thermoeconomic analysis on a system involving the throttling valve and turboexpander. I need purchased-equipment cost formula for these two pieces of equipment.
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Go to thermal design and optimization by adrian bejan
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How should an anti-inflationary and at the same time pro-development, growth-activating (medium-term) and growth-activating (long-term) economic, anti-crisis, counter-cyclical, pro-development socio-economic policy be constructed?
How should such a multi-faceted socio-economic policy be designed?
In designing such an anti-inflationary and anti-crisis socio-economic policy, how should some mutually contradictory instruments for activating economic processes and curbing inflation be reconciled?
What is your opinion on this topic?
Please reply,
I invite you all to discuss,
Thank you very much,
Best regards,
Dariusz Prokopowicz
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An anti-inflationary policy is a pro-growth policy
In the end—and this bears repeating—inflation is bad for economic growth. And the Federal Reserve's policy, even though it's often misinterpreted, is an anti-inflation policy, which is another name for a pro-growth policy.
Arthur J. RolnickSenior Vice President and Director of Research, 1985-2010
(Citation from the link).
Am in agreement with the policy statements of the mentioned author !
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Inflation is the fiscal complement of statism and arbitrary government. It is a cog in the complex of policies and institutions which gradually lead toward totalitarianism .
Continued inflation inevitably leads to catastrophe
The most important thing to remember is that inflation is not an act of God, that inflation is not a catastrophe of the elements or a disease that comes like the plague. Inflation is a policy.
Inflation has always been an important resource of policies of war and revolution and why we also find it in the service of socialism.
Inflation is essentially antidemocratic.
Inflation is an increase in the quantity of money without a corresponding increase in the demand for money, i.e., for cash holdings.
The Free Market and Its Enemies". Ludwig von Mises' speech to the Foundation for Economic Education, 1951
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Continued high inflation for many more months, interest rates raised by the central bank, rising factor prices, falling consumption and investment will probably trigger a downturn in the economy in the following quarters and possibly also a significant rise in unemployment.
If such a scenario unfolds, could stagflation (high inflation and high unemployment at the same time) occur in 2023?
And if the risk of the emergence of stagflation in 2023 is high, what kind of anti-crisis socio-economic policy should the government apply to limit the scale of the economy's downturn?
What is your opinion on this topic?
Please reply,
I invite you all to discuss,
Thank you very much,
Best wishes,
Dariusz Prokopowicz
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Quite possibly, if not in 2023 then in 2024.
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Is there any test like this in Stata?
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Wintoki et al. (2012) adapt the procedure for testing the relevance of the instruments in 2SLS settings, that is to say they examined the F-Statistics for the joint significance of the instruments on the instrumented variable after the first stage, which is the reduced form equation where we regress the instrumented variable on all exogenous variables (x) + some some excluded instruments (z).
They carried out two separate procedures, one for the difference equation and for the level equation as they use system GMM estimator. In case you are using differenced GMM then you can follow the procedure for the differenced equation. For each procedure you use the instruments for the corresponding equation, for example, when you do the test for the level equation, use the instruments that were used in the level equation.
For more details you can consult their paper:
Wintoki, M. B., Linck, J. S., & Netter, J. M. (2012). Endogeneity and the dynamics of internal corporate governance. Journal of financial economics, 105(3), 581-606.
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Can ECM term be lower than -1? How to interpret a value lower than -1? Does it suggest that something wrong with the model?
Any help?
Thank you in advance.
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The coefficient of ECM is also consistent with the rule of thumb which suggests that, the coefficient of error correction term (ECT) should be negative, less than one in its absolute value and significant.
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How can rising inflation be effectively contained?
On the one hand, the various instruments of monetary policy , fiscal policy, ... that have previously been used to stop the rise of inflation are known. On the other hand, for some reason the various anti-inflationary measures applied in 2021 and 2022 are working to a very limited extent. Therefore, can the rise in inflation get out of hand? Could the rise in inflation, the increase in fuel and energy prices and the projected downturn in the economy lead to the emergence of an economic crisis in the following quarters? Could there be an economic recession and stagflation in 2023?
What do you think on this subject?
Please reply,
I invite you all to discuss,
Thank you very much,
Greetings,
Dariusz
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Perhaps a novel way is to make stock exchange investment more alluring which will reduce consumption leading to a drop in inflation. This is what happened in Greece during the end of the 90's when everybody invested in stocks and inflation dragged down by a reduction in consumption pushed inflation from double digits to a level where it was possible for Greece to join the Eurozone.
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I am using an ARDL model however I am having some difficulties interpreting the results. I found out that there is a cointegration in the long run. I provided pictures below.
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Mr a. D.
The ECT(-1)os always the lagged value of your dependent variable.
Regards
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I am currently doing a research proposal and I wanted to know is it possible to use two different econometric methods to carry on with the findings?
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I do not prefer to use two methods because when talking about something technological, it is preferred to take it through a questionnaire
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I am trying to perform an economic analysis with one of the variables being GDP for market size in a cross-sectional analysis. Would it be better to use GDP constant prices or GDP current prizes in U.S. dollars?
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fixed prices
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Does housing policy, including the policy of activating the development of the real estate market, housing, including the construction of new housing, housing estates, do you think is an important part of the socio-economic policy of the state?
Do you agree with me on the above matter?
In the context of the above issues, I am asking you the following question:
Is housing policy an important segment of the state's social and economic policy?
Please reply
I invite you to the discussion
Thank you very much
Dear Friends and Colleagues of RG
The issues of specific programs to improve the economic, financial, material and housing situation of households as key instruments of pro-development keynesian anti-crisis state intervention and significant components of the socio-economic policy of the state I described in the publications:
I invite you to discussion and cooperation.
Best wishes
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I am Agree with comments of Prof. Dr. Dariusz Prokopowicz, the housing policy of the state reflect the development of real estate sector and improvement of public life and infrastructure, boost of the economy such as construction sector boost more than thirty industries, which is an important factor of the socio-economic policy of the state.
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Is Bartlett's test alone enough for hypothesis testing? or Chi square has to be tested along with in a dissertation for a Ph.D study in the field or social science?
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For exploratory factor analysis?
Bartlett’s test will tell you whether your data fit for factor analysis or not?
And the chi-square test will tell you if there is a sufficient quantity of factors extracted to explain the variance observed in the data.
I think you will require both.
Best!!
AN
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The popularity and applications of the metaverse are expected to skyrocket in the near future, thanks to the entry of major players (Facebook, Microsoft, EA, and even McDonalds) in the industry. As ab opinion piece in The Drum puts it "many experts predict that the metaverse will change the way we live and work in the future, and it would be extremely negligent not to recognize the trend and continue to engage with it". Could someone suggest some preliminary studies that could be carried out using consumer data collected through online surveys? Thanks in advance.
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You can publish your academic articles in the Journal of Metaverse. It is a great opportunity. It is open-access, fully free and international double-blind peer-reviewed. You can visit the journal on https://dergipark.org.tr/en/pub/jmv
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AI and Big Data have recently seen widespread application in virtually every field. With the economy's increasing digitization, it is expected that massive amounts of data will be generated at every node. I wonder if primary data based research in consumer behavior, economics, agricultural economics, and related fields will become obsolete in the future as more sophisticated models aided by AI and Big Data provide a more accurate picture of various phenomena. Please share your thoughts on what will be the role of researchers in applied economics, business, and marketing etc (not including those in the fields of computer science).
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Whereas, Big data tends to answer the What, Who, Where, When and How Much questions. In contrast, to amplify the point made by James, there is no substitute for understanding how and why things are happening. Qualitative data methods have already become more important as we seek to explain the patterns that emerge from all the big data analytics ... and to understand their implications
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I am currently looking for import, export, current account balance and Balance of payment data from the year 1960. WDI, unctadstat show lesser amount of data (starting from 1980s). Is there any reliable data streams/sources where i can access the data free of cost? How about the published data?
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You can check IMF as well, if not visited their website yet?
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Dear Researchers,
I'm working on the research using the DEA(Data Envelopment Analysis) method to measure the provincial energy efficiency. However, due to the data constraint the provincial energy consumption data is not available. Can i assume the provincial energy consumption is proportional to provincial GDP?
(national energy consumption/national GDP x province i GDP)?
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I agree with researcher Abdulrahman M. Ahmed . There is not necessarily a correlation between national energy consumption and national GDP. Steven Setiawan, you should try to have the information on energy consumption by province.
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A significant increase in inflation as an important factor in the possibility of a possible new economic crisis?
What are the main sources of the increase in inflation in your country?
Can the rise in inflation in the coming months lead to specific economic problems for enterprises?
Is the increase in inflation in 2021 one of the major economic problems in your country, or is it a potential cause of these problems?
Are there symptoms of a much more serious problem, ie stagflation (high inflation and high unemployment, low economic growth)?
How can entrepreneurship be activated in a situation of stagflation following the economic crisis of 2020 caused by the SARS-CoV-2 (Covid-19) coronavirus pandemic and still relatively low interest rates?
In this discussion, please answer the above questions.
I invite you to discuss this issue.
What do you think about this topic?
What is your opinion on this issue?
Please reply,
I described a strong increase in inflation as a result of the applied interventionist state aid programs offered on a historically record scale to commercially operating economic entities in my article published at the end of December 2021. I am providing a link to this article:
I invite you to research cooperation in the field of developing new concepts for planning and implementing an effective strategy for the socio-economic development of the country, including shaping the anti-crisis and pro-development socio-economic policy in such a way as not to cause an increase in inflation, an increase in public debt and other negative effects of incorrectly conducted economic policy.
Thank you very much,
Best regards,
Dariusz Prokopowicz
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I think that all countries suffer from this inflation, since there is a huge imbalance in the economic principles of supply and demand but also as a result of the devaluation of currencies. However, the situation will normalize very soon since this inflation is the consequence of Covid-19.
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Hello
I am simulating a biomass grinder in Aspen Plus. The feed rate is 100 tonnes per day. Initial size is 200 mm and final size is 40 mm. I am using a jaw crusher type. When I perform integrated economic analysis, it does not give me equipment cost or installation cost of the crusher. What could be the reason. Am I doing something wrong in the mapping?
It gives me two errors:
Rate is out of range and product size is out of range.
How do I know which are the suitable ranges for an equipment?
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For crusher, you need to do some research either a research paper or crusher manufacturer's recommendations.
For mass balance, either you do it manually and put the direct values or you can use a calculator in the Ryield.
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In many countries, a strong correlation was found between the change in the economic and financial situation of enterprises and the credit policy of banks.
The research shows that there is a dependency, correlation between the change in the rate of economic growth of the country, economic and financial situation of economic entities, citizens 'incomes, enterprises' investment, investment risk, liquidity risk, debt, creditworthiness, creditworthiness of enterprises, etc. and the changing the credit policy of commercial banks that provide corporate loans and consumer loans to citizens.
However, in recent years, especially before the emergence of the global financial crisis in 2008, it was possible to diagnose a reverse correlation, i.e. that banks, mainly investment banks in low interest rates activated the entire banking sector, including primarily retail commercial banking to provide subsequent mortgage loans even for borrowers no longer possessing creditworthiness. Credit rating agencies issued the highest AAA recommendations for the loan packages sold, most of which were of low quality and low creditworthiness. Insurance companies insured transactions of very high credit risk. Acting on behalf of banks, the media published articles suggesting a good prospect of economic development, a continuation of good economic conditions, including the real estate market, a further rise in property prices. Many financial institutions, media institutions and investment firms participating in this procedure commonly used unethical business practices.
In the light of the above, the following questions arise:
How should banking procedures be improved to prevent future use of such type of unethical business practices?
How should the processes of improving bank credit risk management be carried out in commercial banks, so that more such situations will not happen again, in order to avoid this type of another global financial crisis?
How strong can be the impact of the banks' lending policy on the situation in the construction sector?
In view of the above, is this impact not too strong in periods of high economic growth, ..., in periods of too high economic growth, overinvested investment projects financed mainly by loans and overvalued securities on stock exchanges?
Please reply
Best wishes
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DISCUSSION_D.Prokopowicz_....The significance of banks' lending policy....economic situation...national economy and credit risk lev
els 1x.jpg
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In your opinion, what are the most effective instruments for activating innovation and entrepreneurship in the field of economic activity?
What are the instruments used to activate innovation and entrepreneurship in the scope of a regional or national socio-economic policy pursued in your country?
Please reply
Best wishes
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Dear Senapathy Marisennayya,
Yes, that's right. You mentioned important determinants of activating entrepreneurship. Different countries have slightly different conditions in this matter.
Thank you very much,
Best regards,
Dariusz Prokopowicz
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In the computer modeling and simulation of floatovoltaic systems in marine environments or freshwater reservoirs, a floating PV photovoltaic array performance model and simulation must characterize the hydrologic impact of floating PV. The same time-series evaporation modelling challenge exists for modeling agrivoltaic PV energy systems. A key aspect is predicting the FSPV or FPV irrigation reservoir water evaporation benefits in the sustainability assessment for sustainable development energy projects. Quantifying evaporative water-saving as a hydrologic impact feature is a crucial project viability metric in a techno-economic model for FPV hydropower hybrid performance models for hydroelectric facilities, or to estimate floating PV array operating temperature or floating PV module internal cell temperature changes in comparative studies for floating FPV and ground-mounted PV or GPV.
Computer estimation of evaporation time-series from a water surface of a water basin or wastewater basin is often calculated in Matlab or Python through mathematical evaporation models, by using parameters such as solar radiation, air temperature, humidity, water temperature, wind velocity, etc. While various applications and modifications of the Penman method, Penman-Monteith equations or Priestley-Taylor evaporation rates are used to predict or determine evapotranspiration rates in various solar water pond cover configurations, and PV floater design types as a sustainability indicator.
However, most water surface modeling or reservoir evaporation methodologies seem to be based on average daily solar irradiation rates, meaning real-time simulation model predictions need to be adapted to account for more instantaneous hour-to-hour solar irradiation data model inputs, ambient temperature variations, wind variations, airmass, relative humidity, water temperature or weather prediction data obtained from remote sensing and weather prediction data.
In a recent publication (link below) on the environmental impact assessment of floating solar PV, we propose a method to time-normalize the hourly predictions of floating solar PV evaporation rates in a water-energy-land-food nexus metric. I would like to know from researchers and scientists if literature is available to discuss other scientific data engineering options for hour-to-hour or even-minute-to-minute evaporation rate estimations on open water surfaces as a means to quantify the evaporation savings of an FPV prototype in a real-time simulation model:
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Excellent question flagged here. Would be eager to know more.
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I need experts opinion, Can you help with my survey?
Thank you in advance.
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done
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What kind of scientific research dominate in the field of Fundamental and technical analysis carried out for the purpose of making investment decisions?
Please, provide your suggestions for a question, problem or research thesis in the issues: Fundamental and technical analysis carried out for the purpose of making investment decisions.
Please reply.
I invite you to the discussion
Best wishes
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Dear Akram Elsherbini,
Thank you very much for interesting articles and research theses on the issues of research in the field of technical analysis with modeling taking into account the scientific method, including correction of the concept and calculation of momentum in technical analysis. Very interesting and topical research topics.
Best regards,
Dariusz Prokopowicz
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There is a complete field called Technical Analysis (1) aiming to forecast market prices based on "statistics". Some methods rely on performing linear regression on past data to predict future data, but my gut (2) tells me it doesn't make any sense.
Is there any research out there proving the validity of the technical analysis?
Regards
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It is well known that technical analysis (TA) is empirical. As a physics grad, I would describe it as phenomenological. TA embraces subjective techniques yielding low grade analysis. It also embraces techniques based on statistics, mathematics and physics yielding high grade analysis - reliable for investment decisions.
Regards
Akram
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The yield of plants is found to be increased with the conservation of perennial to annual plants what are the processes, advantages, and disadvantages?
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Firstly, it is next to impossible to make perennial plants behave like annual plants.....secondly , if at all you try , it won't be a sustainable exercise. Bonsai you can try....like perennial ornamental plants into annual plants...But , i doubt for fruit crops...
Good question, out of box thinking....
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It is my first time working with IV regression and I need some help with understanding the process. Specifically, I am looking at the effect of female presidents/prime ministers on health/education expenditure. Following a paper by Chen(2020), I use the electoral rule as an instrumental variable for the the gender of the leader. The problem is, when I run the baseline regression in Stata:
xtivreg2 educationexpenditurelag (male=majoritarianrule) i.year, fe robust first
the p-value of the F test of excluded instruments is not significant (first stage) , but once I include my control variables it becomes significant.
Does that mean that my instrument is not appropriate since the baseline regression has a not significant relationship between instrumental and instrumented variable?
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I am not sure. If, for instance, the problem appears without the fixed-effects, you can show the results directly with them. In any case, you should show results wihout the IV.
You could show the results of several specifications with different set of covariates without the IV and then a complete specification with IV.
Tecnically, my view is that there is no problem in what you mention. A weak isntrument when controlling for more variables would be a more serious concern...
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Dear all,
Is there anybody who has working experience with the ASI (Annual Survey of Industries) Firm Level data? I need to extract the data but unable to do this. Please help me out.
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Thank you Sir
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Will Covid- crisis boost shadow (informal, underground, parallel) economy? Will Grey (Parallel) Market Rise more?
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It is difficult to formulate one view, an international approach to this issue, or universal conclusions on this issue. In individual countries, before the SARS-CoV-2 (Covid-19) pandemic, the scale of the development of the shadow economy was very diverse, both in terms of the scale of development, structure in terms of branches and sectors of the economy, correlation with specific economic processes, etc., as well as in the question of the correlation of the scale of the shadow economy development with specific determinants, regulations, fiscal systems, etc. of individual countries. On the other hand, the SARS-CoV-2 (Covid-19) coronavirus pandemic may favor the development of the shadow economy in certain areas, industries and sectors of the economy, in certain types of economic activity. An example is the practice of extorting government subsidies, which are granted to certain types of companies and enterprises, certain types of economic activities that have been in an economic crisis due to the pandemic, and / or economic entities that have been subject to a lockdown. The scale of this type of shadow economy may vary greatly from country to country. It is determined, inter alia, by the level of organization and efficiency of the subsidy control system.
Best regards,
Dariusz Prokopowicz
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I have GDP and MVA data and though the MVA is stationary, the GDP is non stationary even after log-transformation followed by de-trend followed by differencing. I want to build a VAR/VEC model for ln(GDP) and ln(MVA) but this data has been haunting me for past 3 days. I also tried both method of differencing i.e linear regression detrend and direct difference but nothing seems to work.
Also, they(ln GDP and ln MVA) satisfy the cointegration test, the trends are very similar. But for VAR/VEC I will need them to be I(1) which is not the case. Any suggestions on how to handle this data will be highly appreciated!
I have attached the snapshot of the data and also the data itself.
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If the time series is short, you can can be converted the data into quarterly data, it will give better results
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A. Bejan, A. Almerbati and S. Lorente have concluded that `the economies of scale phenomenon is a fundamental feature of all flow (moving) systems, animate, inanimate, and human made’ (https://doi.org/10.1063/1.4974962).
The universe’s space everywhere flows — expands — outwards from its beginning. Economies of scale appear to arise in flowing systems. Is cosmogenesis an economy of scale phenomenon for the entire universe?
Are the physics of cosmogenesis and economies of scale the same?
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According to piling evidence, the cosmos driving forces are based on electromagnetic forces besides gravity. I recommend to watch videos on the following YouTube channel. Scientifically, the work of people behind those discoveries is very rigorous.
The task will be to find out what is the medium facilitating interactions among economic subjects. Similarly to electromagneti forcess among stars.
Definitely, cosmological processes are affecting economy at many scales. One example would be earthquakes & volcanoes that are triggered according to the latest research by activity of the sun (it is better to say that they are correlated.)
Your idea can bring a lot of interesting results when studied sufficiently in depth. That paper about correlation of solar activity and volcanic activity is probably shared in the project '"Complexity Digests ..." If not then ask me, I will find it for you.
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all my variables are integrated at 1st difference. both bond test and Johansen prove cointegration however ardl shows no long-run relationship among variables whereas VECM shows a long-run relationship. which one should I accept?
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If your variables are all of order 1 or integrated at first difference then you should go for VECM.
When the order of integration of the variables is a mix of I(0) and I(1), ARDL is appropriate. Weak exogeneity and single cointegrating relationship is needed to validate ARDL analysis
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Two big questions summarize the scope of economics:
  • How do choices end up determining what, how, and for whom goods and services get produced?
  • When do choices made in the pursuit of self-interest also promote the social interest?
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Hmmm ... I would like to ask another question: should business only identify customer preferences and try to meet them? What are customer preferences? Is the client always prepared to make good choices for himself? If we want to buy bread because we need a bread, we buy the bread offered by the baker. We will accept the bread offered. But can we talk about social interest when the baker do a lot to extend the shelf life of a product, so that he can sell more, and the customer can have this bread longer? Whether in this case we still talk about social interest?
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We know that the economic situation isn't good in the world because of this pandemic (COVID-19) including Turkey. So recently Turkey has taken some steps for its economy. 1st step: currency swaps with other countries amid this pandemic. After then some increased in the value of lira from the dollar. 2nd step: reinforcing its economy (Implementing long- and short-term economic stimulus based on Turkish lira with low-cost financing programs).
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Since the start of 2018 Turkish Lira has fallen by at least 35% against the US dollar. There have been concerns in the financial markets about the the Turkish economy.
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Dear all,
Is there anybody who has worked with ASI (Annual Survey of Industries) Firm-Level data? I have extracted the data files with STATA, and now I need help with creating a panel for 2000-2010, for which I need the plant-identifiers. Can anyone please share their script/do file? Thank you very much.
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My papers on panel data are available in RG. As far as I know, unless the same units (firms or households) are repeated for 20 or 25 years, frontier production function or panel data modeling can not be applied. And in the case of ASI, firms get changed over time. ASI records those firms which submit their data sheets to ASI.
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What kind of scientific research dominate in the field of Computerization of conducting economic and financial analyzes of enterprises?
Please, provide your suggestions for a question, problem or research thesis in the issues: Computerization of conducting economic and financial analyzes of enterprises.
Please reply.
I invite you to the discussion