Business Commons^™

Enhanced Prediction Of Stock Markets Using A Novel Deep Learning Model Plstm-Tal In Urbanized Smart Cities, Saima Latif, Nadeem Javaid, Faheem Aslam, Abdulaziz Aldegheishem, Nabil Alrajeh, Safdar Hussain Bouk

School of Cybersecurity Faculty Publications

Accurate predictions of stock markets are important for investors and other stakeholders of the equity markets to formulate profitable investment strategies. The improved accuracy of a prediction model even with a slight margin can translate into considerable monetary returns. However, the stock markets' prediction is regarded as an intricate research problem for the noise, complexity and volatility of the stocks' data. In recent years, the deep learning models have been successful in providing robust forecasts for sequential data. We propose a novel deep learning-based hybrid classification model by combining peephole LSTM with temporal attention layer (TAL) to accurately predict the …

Exploring The Formation Mechanism Of Radical Technological Innovation: An Mlp Approach, Yun Sun, Hecheng Wang, Haiqing Yu, Yong Chen, Mikhail Yu Kataev, Ling Li

Information Technology & Decision Sciences Faculty Publications

This paper identifies three stages in the radical technological innovation process, namely formation process in niches, breaking out of niches and entering regimes, and new regime formation. It then adopts Multi-level Perspective (MLP) to explore the formation process, operating mechanism, breakthrough path, and impact factors of radical technological innovation. A three-phase model, which includes formation of radical innovation, breakout of radical innovation, and new regimes construction, is proposed to analyze radical technological innovation. The model is adopted in a case study to analyze the leapfrogging development of technologies in China’s mobile communication industry. This paper enriches technological innovation theory and …

Coordination Costs, Market Size, And The Choice Of Technology, Haiwen Zhou

Economics Faculty Publications

Impact of coordination costs and market size on a firm’s choice of technology is studied in a general equilibrium model in which firms engage in oligopolistic competition. A firm establishes an organizational hierarchy to coordinate its production. First, it is shown that an increase in market size leads a firm to choose a more specialized technology. Second, surprisingly, a robust result is that an increase in the level of coordination efficiency leads a firm to choose a less specialized technology.

Exploring Critical Success Factors Of Community Development Projects, Kevin Wanjama Muchiri

Engineering Management & Systems Engineering Theses & Dissertations

The utilization of Community Development Projects in developing nations continues to increase in significance. In the wake of the latest Sustainable Development Goals, developing nations are working towards eliminating poverty, promoting sustainable cities and communities, gender equality, and health and well-being. Although Community Development Projects have become prevalent, the challenge has been that some are successful, while others fail. This dissertation investigates what makes Community Development Projects successful.

This dissertation implemented a comprehensive quantitative analysis using data collected from over one hundred community development projects obtained from The World Bank database. These projects took place in developing nations around the …

Assessment Of And Outlook On China's Corruption And Anticorruption Campaigns: Stagnation In The Authoritarian Trap, Shaomin Li

Management Faculty Publications

Since the beginning of China's economic reform in the late 1970s, corruption has been progressing alongside of economic growth. In 2012, when Xi Jinping took power, he waged the largest and longest anticorruption campaign known in the history of the Chinese Communist Party. This study provides an assessment on his campaign and projects an outlook on the future of corruption and anticorruption in China. The author argues that China will enter into an "authoritarian trap," in which the authoritarian power enables the state to effectively carry out the economic reform and achieve economic growth, while suppressing the demand for the …

A Dynamic Model Of The Choice Of Technology In Economic Development, Haiwen Zhou, Ruhai Zhou

Economics Faculty Publications

In this overlapping-generations model, there is unemployment in the manufacturing sector. Manufacturing firms engage in oligopolistic competition and choose technologies to maximize profits. With capital as a fixed cost of production, increasing returns in the manufacturing sector exist. In the unique steady state, first, when individuals become more patient, the savings rate increases while the level of an individual’s income decreases. Second, an increase in population or percentage of income spent on manufactured goods does not change steady-state technology while the level of an individual’s income decreases. Third, an increase in the wage rate leads manufacturing firms to choose more …

Institutions Of Higher Education And Cultural Heritage Tourism: A Case Study Of The Crooked Road, Virginia's Heritage Music Trail, Terence Michael Gilley

Educational Foundations & Leadership Theses & Dissertations

The southwest region of Virginia has an unstable economy, which cycles through periods of growth and decline. The strategic plans for southwest Virginia propose cultural heritage tourism as a sustainable industry for economic development of this rural region. Institutions of higher education provide education and training for a qualified workforce and community service. This qualitative, single case study on The Crooked Road, Virginia’s Heritage Music Trail examines the roles of institutions of higher education with regard to cultural heritage tourism for sustainable community and economic development in rural areas. The data sources for this study are the administrators of …

Introduction To The Special Issue: Towards A Theoretical Understanding Of Innovation And Entrepreneurship In India, Sanjay Jain, Anil Nair, David Ahlstrom

Management Faculty Publications

Over the past few decades, India has become one of the world’s most vibrant economies (Chari & Banalieva, 2015). While the first forty years after India’s independence in 1947 was characterized by a sluggish annual growth rate (of approximately 3%), economic reforms initiated in 1991 have resulted in the GDP growing at a rate of around 6.8% in the last quarter century (Chari & Banalieva, 2015;McCloskey, 2010). Conversely, while the pre-reform institutional environment generally underemphasized and undermined entrepreneurial and innovative activity (Bardhan, 1994; Baumol, Litan, & Schramm, 2009;Sivaraman, 1991), the post-reform period has been characterized by a much wider acceptance …

The Choice Of Technology And Rural-Urban Migration In Economic Development, Haiwen Zhou

Economics Faculty Publications

This paper studies a general equilibrium model of rural-urban migration in which manufacturing firms engage in oligopolistic competition and choose increasing returns technologies to maximize profits. Urban residents incur commuting costs to work in the Central Business District. Surprisingly a change in the size of the population or an increase in the exogenously given wage rate will not affect a manufacturing firm’s choice of technology. This helps to explain why firms in developing countries may not adopt labor intensive technologies even under abundant labor supply. An increase in the number of manufacturing firms increases both the employment rate and the …

Inter-State Economic Development- Powered By Utilities, John R. Lombard

School of Public Service Faculty Publications

In 2000, a group of state business recruiters from New England joined to promote New England to corporate real estate and site selection consultants at IDRC’s1 World Congress in New York City. At roughly the same time, the two metropolitan areas of Hartford, Conn., and Springfield, Mass., formed the Hartford-Springfield Economic Partnership (HSEP). These informal ventures that cross state borders represent coalitions of business, academic, political and policy leaders working together to foster the combined regions’ economic well-being.

Financing Strategies Of The R & D Firm, Lawrence Fogelberg, John M, Griffith

Finance Faculty Publications

This paper investigates the financing strategies of the R&D firm. Our hypotheses are based on Cho's (1992) game theory model where the firm develops a product but needs additional financing to bring it to market. The model generates a particularly rich set of hypotheses: 1) to fund the completion of its project and bring its product to market, the firm initiates negotiations with an established firm; 2) the majority of the acquisitions will be partial cash acquisitions through private secondary offerings. Confirming the model's hypotheses, we find that the majority of the acquisitions are partial cash acquisitions by significantly larger …

The State Of The Region: Hampton Roads 2000, James V. Koch, Aditi Agarwal, Vinod Agarwal, Rebecca Bowers, Steve Daniel, Michele Darby, John Gawne, Beth Herders, Jeffrey Harlow, Tatiana Isakovski, Sharon Lomax, Helen Madden, Stephen Medvic, Deborah L. Miller, Wayne Talley, Gilbert Yochum

Economics Faculty Books

Those who know and love the region of Hampton Roads wish to make it an even better place to live than it is currently. In order for us to achieve that end, we must know literally "where we are" in critical areas. This first "State of the Region" Report is designed to provide citizens with a detailed, though not burdensome, look at several critical aspects of the lives we live in Hampton Roads. The Report focuses on topics such as the regional economy (including the tourist and military sectors), the workforce, K-12 education, technology, and of course, government and regional …

Portsmouth, Virginia: The Growth And Burdens Of Property Taxes 1952-1967, Nicholas C. Kyriakides

Economics Theses & Dissertations

No abstract provided.

An Analysis In Terms Of Trade, Nobuhiro Hayashi

Economics Theses & Dissertations

No abstract.