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FACTORS INFLUENCING FEMALE YOUTH PARTICIPATION IN AGRICULTURAL LIVELIHOOD GENERATING ACTIVITIES FOR SELF-CARE IN GWAGWALADA AREA COUNCIL, ABUJA, NIGERIA
Views:345This study examines female youth participation in agricultural livelihood generating activities for self-care in Gwagwalada Area Council, Abuja. The objectives were to: examine the extent of female youth participation in agricultural livelihood generating activities and the income generated, determine the levels of female youth self-care responsibilities and perceived contribution of participation in agricultural livelihood activities on their wellbeing, determine factors influencing female youth participation in agricultural livelihood activities in the study area. A multistage sampling procedure was used to select 133 female youths from 13 registered youth associations. Structured questionnaire was used to collect data while descriptive statistics and Logit regression model were used to analyze the data. The results showed that 30.1% of the respondents were engaged in crop production and generated an average income of ₦420,093.02 while only 3.0% were engaged in crop produce processing and generated ₦29,250.74. Also, almost half (47.4) of them spent money to take care of themselves of between 3-4 self-care responsibilities and about 41.5 spent an average of 130,078.95 on food per day. It also showed The logit regression results indicated that factors influencing female youth participation in agricultural livelihood generating activities include age, educational status, household size, income, occupation, and distance. While the study indicates that a significant portion of female youths is engaged in crop and poultry production, their overall participation in agricultural activities is limited. The study provides critical insights into the potential of agriculture as a viable solution to youth unemployment and is an instrument of female vulnerability reduction in Nigeria. The study recommends implementing policies to improve land access for female youths, including land reform initiatives that prioritize youth ownership and leasing options. Additionally, it suggests exploring strategies to reduce production costs through input subsidies, partnerships with agricultural suppliers, and community-based resource-sharing initiatives.
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Understanding the demand side and coordinating the supply side for connected goods and services
17-23Views:291This paper addresses the coordination and innovation issues needed for promoting value added at the rural and regional level. There are two sides to value added: the ability to meet consumer demand, and to identify least cost ways of supplying the demanded goods. Human and social capital plays an important role on both sides. At the municipality level the supply side issues are complex. First, because the production space has far more dimensions than for the single entrepreneur. Second, because the value of some goods and services produced depend on what other goods and services that is available. On the supply side networks are important to solve the coordination issues, while networks for identifying and understanding consumer preferences are important on the demand side. Participation in these two network types compete for the same scarce resource, the time of the inhabitants of a municipality. We address these issues in more detail. A major insight from our work is that in addition to the time conflict, innovation and new information may make it more difficult to maintain coordination networks.
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Automated valuation model for livestock appraisal in loaning practice
37-42Views:236Actualization of loan security (mortgage) value is of major importance in Hungarian loaning practice. Due to the recession in economics, the value of agricultural portfolio of banks has decreased a great deal, though not to such a great extent as other branches of the economy. Depreciation of estate stock is compensated with additional collateral security. Besides other stock, often temporarily and out of necessity, livestock is presented as additional collateral security. From the loaners’ point of view, however, the registered inventory value does not guarantee security. The authors have set up an appraisal method giving professional guidance through automated valuation as to how dairy stock can be used as mortgage for loan security. Hereby we are to present the details of both the theory and the methodology of a model that is appropriate for the valuation of dairy livestock on an MS Excel basis. Thus, the process is fast and has more prospects for all parties in the loaning or leasing business. The method involves the features of livestock technology, the expected realized profit, and breed stock value. By the implementation of this method, the loaners can calculate the value of loan recovery (loan to value) with acceptable security.
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POTENTIAL USES OF BLOCKCHAINS IN HUMAN RESOURCES
Views:290Blockchain technology offers businesses many opportunities for more efficient operation and safer data management. It also becomes easy tostore and share employee data, while the blockchain guarantees that it does not fall into unauthorized hands. The management of financial transactions and the automation of the payment process are also a great advantage for businesses, which can manage the payment of wages andbenefits more efficiently. Another area of application of blockchain technology is the creation of more efficient workflows that can improve productivity and reduce costs. The management of work schedules and optimized work processes will also be easier with the help of the blockchain, so businesses can become more efficient and effective. In this article, the relationship between HR and blockchains was explored through a meta-analysis based on available related publications. -
Marketing aspects of consumption of Hungarian pork meat
109-114Views:337The most important aim of authors’ study is to get to know the Hungarian pork consumption in our days. Our aim is set to estimate pork meat consumption and purchasing habits of consumers who are living in Eastern part of Hungary. The pork section is influenced negatively by several factors nowadays, which have a clear effect on the pork consumption and cause its declination. During the research work a questionnaire survey was made in 2007 and 2008. 1089 persons in different locations of Eastern Hungary were altogether asked. The data were evaluated by statistic hypothesis testing. Based on the evaluation a clear picture was got about the consumers’purchasing and consuming habits, and their ideas, opinions about the Hungarian pork as a food and as an item wearing a kind of national behaviour. Through many questions the volume of consumption was explored, and the pork’s proportion was compared to the rest of other meat types. It is verifiable that the pork consumption can be handled as a national habit, which is not the same by different age groups and educational qualifications. The importance of some factors during purchasing was also examined. Exceptionally important factors are: quality, the appearance, the origin and the price, that were mostly considered by the customers.The effect of pork promotion advertisements and its evaluation by the customers were surveyed too, which in connection with the efficiency showed a fairly stable picture both in 2007 and in 2008. The examination of price elasticity showed that this figure is influenced not just by the product group itself, but the purchasing power of the costumers, as well.
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Analysis of the objective indicators of quality of life in Hajdú-Bihar County
83-89Views:274The rate of unemployment in Hajdú-Bihar County is several percent higher than the national average and the actual number of unemployed people is the highest, resulting in considerable social problems. The majority of families living under the minimum subsistence level cannot cover their housing maintenance costs. These costs include the rents of tenement flats, public charges, water, electricity, gas and district heating charges. Cutting the number of unemployed people and stimulating economic activity is a high priority. Important tools towards achieving these goals include the promotion of non-agricultural activities by households engaged in agriculture, incentives for rural micro-enterprises, the development of rural and agro-tourism and support for traditional arts and crafts. As for general subjective well-being, although its average value is positive, merely 50% of the population is contented. Naturally it does not mean that we are unhappy. 4 respondents out of 5 claim that they are rather happy.This may suggest that the picture is not so pessimistic as it is revealed by questions about living conditions.
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Food security assessment and consumption pattern in rural households in Ogun State, Nigeria
15-20Views:336The problem of nutrition security is getting worse in Africa, due to increasing population growth and poor progress in efforts directed at reducing food insecurity in many countries in the continent. The paper undertook an assessment of the food security situation and food consumption pattern in rural households in Ogun state, Nigeria. A multistage sampling technique was used to select 260 rural households from whom data were collected through structured questionnaire. The tools of analysis were descriptive statistics and food security index. The former described the consumption pattern, and households’ sources of food availability, while the latter was used to analyse the food security situation. The result of the rural households’ consumption pattern reveals that the rural households derived more of their energy from carbohydrates at the expense of other classes of food items. The result also shows that majority (75.5%) obtained their food through their own production and supplemented same with food purchased from the market to meet up with their family needs. Based on the recommended daily calorie intake (R) of 2,470 kcal, 59.6% of the rural households were food insecure while 40.4% were food secure. The calculated head count ratio (H) for the food insecure households was 0.6, confirming that almost 60% of households in the study area were food insecure. For secure households, the head count ratio (H) was 0.4, further confirming that only about 40% of households in the study area were food secure. The shortfall index and surplus index were 0.2787 and 0.3498 respectively, meaning that the energy requirement was less by about 27 percent and in excess of 34 percent for the food insecure and food secure households. The paper recommends that while enhancing production of arable crops - roots, tubers and cereals, a sensible balance of tilting towards meeting the requirements in the consumption of animal protein/legume, fats/oils, fruits and vegetables must be maintained to ensure food security. This policy thrust could be enhanced through mass education.
JEL code: R20
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Forecasting with X-12-ARIMA: International tourist arrivals to India and Thailand
43-61Views:463Forecasting is an essential analytical tool in tourism policy and planning. This paper focuses on forecasting methods based on X-12-ARIMA seasonal adjustment and this method was developed by the Census Bureau in the United States. It has been continually improved since the 1960s, and it is used by many statistics agencies and central banks. The secondary data were used to produce forecasts of international tourist arrivals to India for 2007-2010 and also these data were used to produce forecasts of international tourist arrivals to Thailand for 2006-2010. From these period the results confirm that the best forecasting method based on the X-12-ARIMA seasonal adjustment is X-12-ARIMA(0,1,2)(0,1,1), X-12-ARIMA(0,1,1)(0,1,1) and X-12-ARIMA(2,1,0)(0,1,1) for India and the best forecasting method based on this method is X-12-ARIMA(0,1,1)(0,1,1) and X-12-ARIMA(2,1,0)(0,1,1) for Thailand. Furthermore this method predict that international tourism arrivals to India for 2007–2010 will growth at a positive rate as same as in this during period the number of international tourists arrival to India will be 5,079,651 million, 5,652,180 million, 6,224,480 million and 6,796,890 million, respectively. Also this method predict that international tourism arrivals to Thailand for 2006-2010 will growth at a positive rate as same as in this during period the number of international tourists arrival to Thailand will be 12,211,033 million, 12,699,532 million, 13,187,591 million, 13,674,669 million and 14,161,998 million, respectively. If these results can be generalized for future year, then it suggests that both the India government sector and the Thailand government sector also the private tourism industry sector of these country should prepare to receive increasing numbers of international tourist arrivals both to India and Thailand in this period.
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The economic aspects of innovation in sheep breeding
97-104Views:292During my investigations, I highlighted three innovations, all of which serve the production of a final product, sheep kefir. This product contains a unique added value and involves several innovational opportunities. I examined the complex economic analysis of the innovations and technological elements investigated with respect to revenues from the sale of sheep milk, sheep cheese (kashkaval) and sheep kefir. The kashkaval-type sheep cheese does not contain sufficient added value to cover the costs of innovational investments. Investigating the innovational activity for developing sheep kefir and for its market introduction, its cash flow balance becomes positive already in the second year after realization, and is able to generate significant profit.
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Issues in the economic development and utilization of EU funds in a disadvantaged sub-region of the Southern Great Plain region
43-46Views:261The development period between 2007 and 2013 had a historical significance for Hungary as the funds that were provided by the European Union and were supplemented by the domestic and public sectors naturally offered great possibilities for the country’s sub-statistical regions and regions to inspire their development and innovation. In order to use these funds efficiently it is essential to incorporate the developments into the area’s capabilities, to harmonize them and to increase the role of the sub-statistical regions and regions. This study ranks the sub-regions of the Southern Great Plain Region in terms of their economic characteristics and identifies the most disadvantageous ones. Using as an example a specific sub-region it determines the local effects of EU payments with the application of different statistical methods.
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Financing and operating questions of sports facilities
5-8Views:516This paper tends to present financing and operating questions of sports facilities. Infrastructure is very important for the sport businesses. Sports facilities and sports institutions, infrastructure development, and their legal, financial, accounting conditionality can be defined by the investors and the government (subsidies, taxes, etc.). Financial questions and IT background of facility management can be crucial for the enterprises interested in operating sports businesses. The paper focuses on these kinds of aspects of facility management based on practical examples.
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Effect of Training on Small-Scale Rice Production in Northern Ghana
13-20Views:395Training in modern farming methods enables farm households in developing countries to improve agricultural productivity. Notwithstanding the efforts of governmental and non-governmental organisations to provide farmers with agricultural training, productivity remains low. The existing literature provides little empirical evidence of the effect of training on agricultural productivity in Ghana. This study therefore seeks to bridge this gap by investigating small scale rice farmers’ participation in agricultural training programmes and its effect on productivity in northern Ghana. A treatment effect model was used to account for sample selection bias. The results indicated that participation in training increased with the number of extension visits, group membership, access to credit and the degree of specialisation in rice production. Furthermore, total output and labour productivity both increased with participation in training but the relationship with land productivity (yield) was insignificant. On average, participation in training was associated with 797kg increase in rice output, while labour productivity increased by 7.3kg/man-day. With the exception of farm capital, all the production inputs had a positively significant relationship with output suggesting sub-optimal use of capital in production. The study concludes that farmers’ training needs are not adequately being met while inadequate capital is constraining farm output. Increasing access to extension service and involving farmer-based organisations in the design and implementation of training programmes will enhance participation and farm performance.
JEL Classification: C21, D24, Q12
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MOTIVATION AMONG EMPLOYEES IN MULTINATIONAL CORPORATIONS
Views:1045Nowadays motivation plays a huge role amongst employees especially when we relate it to people working in multinational companies for example Pepsi, Coca Cola, Nescafe and many more. Motivation is a topic that relates to all of us. It is very essential for employers to seek and recognize what motivates an employee. Many people underestimate the benefits and importance of human resource management in their businesses or day-to-day life. When we talk about human resource management, we are talking about human capital. Human capital emphasises the ability, skills, and the personality of the person you are trying to recruit or employ. In this study, we wish to analyse the importance of how motivation stands out in employees in different types of offices/workforces. The different aspects in multinational corporations show different characteristics.
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ECONOMIC ANALYSIS OF A COMPLEX PIG FARM
Views:181The objective of this study is, beyond presenting the production and economic indicators of a complex pig farm established as a brownfield investment, to analyze its cost-income and profitability relations. The Authors conducted their calculations based on primary data collection and a preliminary calculation model. The technological equipment of the presented pig farm is competitive at the European level, and its production indicators also show favorable results. The capital investment demonstrates adequate profitability, as the internal rate of return (IRR) is 12.35%, while the net present value (NPV) of the investment at the end of the 15th year is HUF 1.36 billion. According to the model, the results indicate that, on the one hand, the investment is capital-intensive, but at the same time, large-scale livestock farms equipped with similarly advanced technology are definitely necessary, as they greatly contribute to improving the sector’s efficiency. There is further potential for achieving competitive advantages through increasing economies of scale. Appropriate human resources with the necessary expertise, genetics, and feeding must accompany the technological advancement.
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Gender dynamics in Consumer preferences and willingness to pay for edible mushrooms in Ghana
32-37Views:709This study uses choice experiment to investigate men and women consumers’ preferences and willingness to pay for edible mushrooms in Ghana. We used a mixed logit model to examine preference heterogeneity. The econometric modelling revealed that men consumers have a negative utility for oyster mushrooms compared to straw mushrooms. They also have preference for cheap and locally cultivated mushrooms compared to expensive and imported mushrooms. However, women consumers have preferences for the shiitake mushroom variety compared to the straw mushroom variety. They also prefer cheap mushrooms irrespective of their location and such mushrooms must be frozen and not fresh. The findings highlight variation between men and women in preferences for mushroom variety, however, both have preferences for low prices, suggesting that both genders are economically rational and obey the law of demand.
JEL codes: B21, D12
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The economic and social role of private farms in Hungarian agriculture
33-41Views:336The situation and importance of private farms in Hungary have significantly changed and are still changing due to the political and economic regime change of 1989-90 and subsequent events. The aim of this study is to provide – unlike the practice of the last two decades – an impartial review of the social and economic role of Hungarian private farms. To demonstrate the changes occurring in private farms, we rely on the data of the Hungarian Central Statistical Office (HCSO-KSH)such as the General Structure Surveys, the Farm Structure Surveys, and tables from the online stADAT database.
From the point of view of methodology, time series analyses (2000–2010) were performed in the framework of this secondary research. Our hypothesis that private farms in Hungary deserve much more attention than previously, from the perspective of the output of Hungarian agriculture, food consumption and, last but not least, employment (the environmental factor was not examined this time) has been clearly confirmed. The role and significance of this group have also been exceedingly important since EU accession, particularly in the fields of horticulture and animal husbandry, and the strengthening of these positions is indisputably a national economic interest. -
The importance of equestrian tourism enterprises in tourism destination management in Hungary
25-27Views:449Hungary is the pioneer of the European Equestrian Tourism. Several thousands foreign tourists visited specific equestrian programmes already in the 1960’s and 1970’s.At the same times some hundred thousands of holiday tourists visited equestrian shows and programs organised in different areas of our country. From the beginning of the 1990’s equestrian enterprises (pensions, stables, specialized equestrian services) have been established. The equestrian tourism enterprises are well represented all over the country.They are well organised, the Hungarian EquestrianTourism Association integrates 80% of equestrian tourism enterprises. Uniquely in Europe, the voluntary professional qualification, called “the horseshoe qualification system” started in 1998. The most common quality categories are for entrepreneurs are 3 or 2 or 1 horseshoe. The system ofTourism Destination Management organizations could provide the background for the development of equestrian tourism enterprises as well.At local level these needs would be product development, the quality control and quality management, at regional level the most important aims could be the development of regional equestrian image and increasing the attractiveness of this image, finally hardening the positions of equestrian tourism destination.
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The political economy of agri-environmental measures: An empirical assessment at the eu regional level
71-82Views:322The paper deals with the political and economic determinants of EU agri-environmental measures (AEMs) applied by 59 regional/country units, during the 2001-2004 period. Five different groups of determinants, spanning from positive and negative externalities, to political institutions, are highlighted and tested using an econometric model. Main results show that AEMs implementation is mostly affected by the strength of the farm lobby, and the demand for positive externalities. At the same time it emerges a prominent role played by political institutions. On the contrary, AEMs do not seem implemented by the willingness to address negative externalities.
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Determinants of dividend payout policy: An empirical study of banking sector of Pakistan
101-106Views:735One good way to communicate financial performance of a bank to its shareholders is the payment of dividend. The present study is attempted to explore the influence of financial efficiency, safety, risk and profitability on dividend policy using panel data of 10 commercial banks listed at Pakistan Stock Exchange (PSX) for a period of 9 years between 2006 to 2014. The panel regression technique is used to analyze the data. The analysis shows a positive relationship of dividend payout ratio with safety and profitability in banking sector of Pakistan. The study identifies a negative association of dividend payout measure with financial efficiency and risk. The results show the statistically significant association of safety, risk and profitability with dividend payout ratio. Based on these findings it is concluded that safety, risk and profitability measures are relatively strong measures for defining dividend policy. The results are strongly indicating that safer the banks, the greater payout ratio the bank has. Moreover; banks with higher profitability and lower non-performing loans (NPLs) are believed to pay more dividends.
JEL code: G21, G23, G35
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The value of quality
21-27Views:459The significance of quality production and quality improvement is widely acknowledged by many but few specify what should be improved and what quality should be produced. The reason may be that there are different quality categories in the process of the value chain. Moreover, the issue of quality costs, i.e. economically optimal quality has not yet been explored yet. The present study raises problems in the pigmeat verticum, but similar studies are needed in other animal husbandry sectors as well. It is reasonable to treat the quality categories of animal products in a complex way, as this allows the full satisfaction of consumer expectations at the certain stages of the value chain and solvent demand as well.
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GREEN SPORTS PRODUCT CONSUMPTION
Views:508The escalating climate crisis over the past decades has increasingly impacted the sports sector, particularly the activities of sports equipment and sportswear manufacturing companies. Globally, companies striving to meet the growing consumer demand and expectations are causing
significant environmental impact through the mass production of sports goods and apparel. This impact manifests in extensive waste generation, CO2 emissions, the release of harmful chemicals, wastewater discharge, excessive water and energy consumption, and the relentless exploitation of natural and fossil resources.
In recent years, a shift has gained momentum, aiming to promote sustainable economic and social
practices, with an increasing number of sports equipment and sportswear manufacturers joining this
movement. The sportswear industry has a significant impact on both social and natural environments, making it inevitable for companies to take radical steps to reduce their ecological footprint. For years, several international manufacturers have been implementing numerous sustainability initiatives, striving to adopt water- and energy-efficient, CO2- and waste-reducing manufacturing methods and processes to minimize the environmental impact of their products. These efforts are aimed at making the world a better place for people and the planet, standing up for important social issues, and ensuring fair and ethical working conditions for their employees.
The demand for green sports product consumption is gaining increasing popularity, particularly abroad, leading to noticeable transformations and developments. Consumers are increasingly favoring conscious, responsible consumption, reflected in the growing demand for clothing made from organic cotton, bio-based materials, and sustainable, recycled materials. Moreover, they are paying more attention to ensuring that the sports products they purchase are produced with minimal environmental impact and ethical manufacturing practices. Sports equipment and sportswear manufacturing companies are adapting to these changing consumer trends by offering a broader and more diverse range of eco-friendly sports products, equipment, and apparel to meet the growing interest in environmentally responsible options.
The aim of this study is to examine consumer behavior and attitudes regarding the purchase of sustainably produced sports products, equipment, and apparel, using a population survey. The survey investigated consumer demands, preferences, motivations, and awareness related to green sports products, as well as the factors influencing purchasing and payment willingness and decisions for sustainably produced goods. -
Integrated approach in Ukrainian dairy industry: a case study from Poltava region
Views:475Integration processes in the field of agriculture, and particularly in dairy industry, have real prospects for improving the efficiency of business entities in this industry due to technological features. Particular attention should be paid to vertically integrated business models that allow hedging of various risk groups and minimizing costs due to the optimal combination of the efforts of enterprises belonging to such associations.
The purpose of the article is to study the current state of dairy industry in Poltava Region, Ukraine, and to show one of the conceptual ways to increase its economic efficiency. The paper presents a theoretical hypothesis concerning the necessity of vertically integrated agricultural formation’s creation in order to improve the competitiveness of dairy production in the region and having positive effect on sustainable development of dairy industry.
The practical significance of the study includes the possibility to use findings and recommendations set out in the paper for introduction of mutually beneficial economic relations between agricultural, dairy and trade enterprises in concluding agreements on joint activities based on a successful example from Poltava Region, and contribute to the stabilization, development and increase of the enterprises’ efficiency in Ukrainian dairy industry.
JEL code: F15, Q13
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The relationship between corporate governance and corporate social responsibility
28-34Views:854Corporate governance (CG) is a corporate governance system for large companies which includes policies and procedures for corporate social responsibility (CSR). The present study examines the relationships between CG and CSR, and analyzes the studies that separate or combine the explanation of the two concepts.CG can be interpreted as the relationship between governors and stakeholders. Angyal (2009) and Auer (2017) agree that the two phenomena coexist and are connected at several points. The goals of the two phenomena are intertwined, compliance with other important requirements (environmental, labor law) besides the primary corporate goal. CG is a system based on the sharing of power and roles between owners, management and boards (board, supervisory board). The roles of ownership, supervision, and control are separated. The division of power means that the boards keep the management under strict control and the owners can account for the boards (Tasi, 2012). According to Tasi (2012), responsible CG involves careful management; financial planning and implementation; control mechanisms for the operation of the company; company transparency and business ethics
issues; publicizing corporate information and corporate social responsibility policies and practices. Angyal (2009) sees that CG and CSR are intertwined “neither intersection, nor intersection, nor parallelism, but coexistence”. (Angel,
2009: 14). It does not agree with the incompatibility of corporate governance or corporate governance and social responsibility, in practice the former two are more common. Corporate governance encompasses corporate social responsibility policies, procedures, and can be interpreted as the relationship between governors and stakeholders. The authors of the studies analyzed agree that the two phenomena coexist and are connected at several points. The goals of the two phenomena are intertwined with compliance with other important requirements (environmental, labor law) besides the primary corporate goal.JEL Classification: G30; G39, M14
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Changes in costs of precision nutrition depending on crop rotation
59-63Views:328By applying precision nutrition the yield heterogeneity owing to the different features of soil spots can be taken into consideration. The planned and sprayed fertilizer adjusted to the expected yield rendered to soil spots can reduce the negative effects of artificial chemicals on soil and environment. The aim of this paper is to examine how the quantity and the cost of fertilizer (material and operational) will change on spot level on a certain plot during a five-year period, considering crop rotation, too. The following crops are in the rotation: winter wheat, corn and sunflower. Precision nutrition can be used in all the cultures mentioned above. Our earlier (static) model calculations have revealed that the threshold price of precision production was lower by 31% than in conventional technology. So it is necessary to explore for a longer period how the profitability of precision nutrition reacts to the changes in input and yield prices in different crops. The risk receptivity of precision nutrition can be characterized with the help of price sensitive analyses. Effects on profitability of other technological elements are not analysed in this paper.
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ARTIFICIAL INTELLIGENCE IN THE CORPORATE SECTOR
Views:386Humanity has made huge progress over the past millennia. We are working with technologies, robots that not only help us to work accurately, efficiently and quickly, but they work in a similar way to the human brain: they perceive, think, learn and solve problems.
In my research, I will focus on artificial intelligence, which is becoming more and more popular nowadays, looking at its past, present and future, its main trends in the corporate sector, and how it threatens people's job opportunities.
At the same time, one of my research objectives is to investigate how much the development of a country is related to the uptake of AI in the European Union, which I will test with correlation analysis, taking into account indicators of artificial intelligence penetration in the corporate sector from one side and the various AI indicators such as digital penetration, internet usage, computer culture, and economic indicators as GDP per capita from the other side.