Social and Behavioral Sciences Commons^™

In Pursuit Of Consumption-Based Forecasting, Charles Chase, Kenneth B. Kahn

Marketing Faculty Publications

[Introduction] Today's most mature, most sophisticated, best-in-class forecasting is what we call consumption-based forecasting (CBF). In contrast, the least sophisticated companies typically do not forecast at all, but rather set financial targets based on management expectations. Companies beginning to use statistical forecasting techniques usually take a supply-centric orientation, relying on time series techniques applied to shipment and/or order history. The next stage of progression is to incorporate promotions data, economic data, and market data alongside supply-centric data so that regression and other advanced analytics can be used. Companies pursing CBF utilize even more advanced capabilities to capture, examine, and understand …

The Role Of Discrete Emotions In Job Satisfaction: A Meta-Analysis, Courtney E. Williams, Jane Shumski Thomas, Andrew A. Bennett, George C. Banks, Allison Toth, Alexandra M. Dunn, Andrew Mcbride, Janaki Gooti

Management Faculty Publications

[Summary] The relationship between emotions and job satisfaction is widely acknowledged via affective events theory (AET). Despite its widespread use, AET was not designed to address why specific emotions might differentially relate to job satisfaction. We utilize appraisal theory of emotion to refine AET and provide this nuanced theorizing. We meta‐analytically test our ideas with 235 samples across 99 883 individuals and 22 600 intra‐individual episodes. We test two approaches—specific emotion experiences (16 discrete emotions) versus general emotion experiences (positive or negative emotions)—and present empirical evidence of their similarities and differences with job satisfaction. Our findings suggest that specific emotions …

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 …

National Integration And Institution Building, Haiwen Zhou

Economics Faculty Publications

The mutual dependence between national integration and institution building is established in a formal model. It is shown that a decrease in transportation costs, but not necessarily an increase in population size, reduces the equilibrium number of states and the adoption of rule-based institutions. With endogenous transportation costs or endogenous population size, the unification process can feed on itself. The model is illustrated by the state of Qin's unification of China in 221 BC. During this process of national integration, transformations from relation-based governance to rule-based governance happened.

Abmscore: A Heuristic Algorithm For Forming Strategic Coalitions In Agent-Based Simulation, Andrew J. Collins, Gayane Grigoryan

Engineering Management & Systems Engineering Faculty Publications

Integrating human behavior into agent-based models has been challenging due to its diversity. An example is strategic coalition formation, which occurs when an individual decides to collaborate with others because it strategically benefits them, thereby increasing the expected utility of the situation. An algorithm called ABMSCORE was developed to help model strategic coalition formation in agent-based models. The ABMSCORE algorithm employs hedonic games from cooperative game theory and has been applied to various situations, including refugee egress and smallholder farming cooperatives. This paper discusses ABMSCORE, including its mechanism, requirements, limitations, and application. To demonstrate the potential of ABMSCORE, a new …

The Analysis And Impact Of Artificial Intelligence On Job Loss, Ava Baratz

Cybersecurity Undergraduate Research Showcase

This paper illustrates the analysis and impact of Artificial Intelligence (AI) on job loss across various industries. This paper will discuss an overview of AI technology, a brief history of AI in industry, the positive impacts of AI, the negative impacts of AI on employment, AI considerations that contribute to job loss, the future outlook of AI, and employment loss mitigation strategies Various professional source articles and reputable blog posts will be used to finalize research on this topic.

An Evaluation Of Network2work At Piedmont Virginia Community College, Cynthia M. Finley

Educational Foundations & Leadership Theses & Dissertations

Barriers to education and training can have a generational impact on socioeconomic status and economic development. Post-traditional students have been shown to experience a variety of barriers to education and family sustaining employment. Social capital has been shown to help alleviate some of the barriers for students resulting in stronger economic outcomes, such job retention, and higher wages. This case study examined a workforce development approach to providing support to post-traditional students in non-credit industry training. The researcher examined student outcomes, credential attainment and employment, between two student groups (Network2Work versus a nonNetwork2Work group) using chi-square and logical regression analysis. …

Two Essays On Retail Trading, Qiqi Liang

Theses and Dissertations in Business Administration

Essay 1: Retail investors from the discount broker Robinhood swarm into stocks with pending earnings announcements and stay away from them immediately after the announcements. We study four competing explanations for this phenomenon: liquidity provision, informed trading, lottery preference, and attention-induced herding by noise traders. We find strong evidence that, immediately around earnings announcements, Robinhood investors’ behavior is primarily driven by attention-induced noise trading. Our results offer new insights into retail traders’ motivation for trading when they face heightened uncertainty from earnings announcements. Our study also goes beyond Barber et al.’s (2022) limited focus on the top 0.5% of the …

Global Energy Consumption: An Analysis Of Variables That Shape Per Capita Usage, Or How Pump Price, Urbanization, And Fossil Fuels Imports Impact Fossil Fuels Consumption Per Capita Across Oecd Countries, Mila Demchyk Savage

Graduate Program in International Studies Theses & Dissertations

Among reasons explaining the importance of studying fossil fuel consumption are: crude oil is a subject of the international commodities market, thus, any fluctuation related to its' availability or price would impact the rest of the World; natural resources like oil, gas, and coal are limited; the extensive use of fossil fuels harms our surroundings, creating many environmental concerns; every human (on average) has been using more energy since 1971 and the trend is expected to continue. The upward trend is not consistent among individual countries. Therefore, the core question of my research is, `Why do some countries consume less …

Two Essays On Industry Tournament Incentives, Sarah Almisher

Theses and Dissertations in Business Administration

A large body of literature has developed on the disparities in compensation among chief executive officers. Financial media has highlighted the fact that CEOs in the United States receive excessive pay and that the gap among executive compensation is soaring. High compensation creates incentives for CEOs to take higher risk in firm policies to land a more attractive position managing another firm and attaining higher pay which is considered the ultimate prize (Kale, Reis, and Venkateswaran 2009; Coles, Daniel, and Naveen 2006). This creates a tournament in the managerial labor market. We define this tournament as the pay differential between …

Complex Global Value Chains And Economic Interdependence: A New Look At The Opportunity Costs Argument, Melle Scholten

Graduate Research Conference (GSIS)

The classical economic interdependence argument states that trade and investment between countries make conflict less likely, because they increase the opportunity costs of war. War means that trade and investment will dry up, to the detriment of society as a whole. The increased opportunity costs of war (vis-`a-vis peace) means war will be less likely to occur between interdependent states. Certain strands of realism have challenged this assertion. They argue that expectations that trade will decline in future can be a strong incentive for initiating conflict. Giving increasing political and economic tensions between the world’s superpowers – the USA and …

Good Governance: The Path To Development, Eduardo Landaeta

Graduate Research Conference (GSIS)

This paper aims to understand to what extent good governance and effective public policies are aligned in the economic growth of a country. International assistance relies on political-economic analysis to evaluate the donations they can provide to a country. In this regard, good governance of domestic institutions is essential for the efficiency of a country, especially in affiliation with foreign aid. Therefore, a relationship avoiding dependency should be the focus in the short or medium-term.

Interactive Effects Of Climate Change-Induced Range Shifts And Wind Energy Development On Future Economic Conditions Of The Atlantic Surfclam Fishery, Stephanie Stromp, Andrew M. Scheld, John M. Klinck, Daphne M. Munroe, Eric N. Powell, Roger Mann, Sarah Borsetti, Eileen E. Hofmann

CCPO Publications

Rising water temperatures along the northeastern U.S. continental shelf have resulted in an offshore range shift of the Atlantic surfclam Spisula solidissima to waters still occupied by ocean quahogs Arctica islandica. Fishers presently are prohibited from landing both Atlantic surfclams and ocean quahogs in the same catch, thus limiting fishing to locations where the target species can be sorted on deck. Wind energy development on and around the fishing grounds will further restrict the fishery. A spatially explicit model of the Atlantic surfclam fishery (Spatially Explicit Fishery Economics Simulator) has the ability to simulate the consequences of fishery displacement …

Part 2: The Pillars Of The Hampton Roads Economy Remain Strong, Dragas Center For Economic Analysis And Policy, Old Dominion University

State of the Region Reports: Hampton Roads

Hampton Roads is a region rich with assets – a talented and diverse labor force, a distinctive role in the national security of the nation, a deep-water port that continues to set records, and beaches and amenities that attract visitors from near and far. The region’s economic performance is closely aligned with these assets. Defense spending, the Port of Virginia, and the hospitality and tourism industry are often referred to as the “Three Pillars” of the Hampton Roads economy – pillars that have continued to perform well in the aftermath of the economic shock of 2020. In this chapter, we …

Front Matter: The State Of The Region, Hampton Roads 2023, Dragas Center For Economic Analysis And Policy, Old Dominion University

State of the Region Reports: Hampton Roads

Cover, Front Matter, Table of Contents, Sponsors, and other materials for the 2023 The State of the Region Report authored by the Center for Economic Analysis and Policy at Old Dominion University.

Part 6: Should Taxpayers Subsidize Private Facilities In Hampton Roads? Glitz Vs. Reality, Dragas Center For Economic Analysis And Policy, Old Dominion University

State of the Region Reports: Hampton Roads

Hampton Roads can learn from the experience of other cities and states. If there is a strong business case for a sports stadium, sports park, or entertainment venue, then investors should be able to tap into financial markets. In this chapter, we examine the arguments surrounding public investments in highly visible facilities. We pose questions that should be asked when considering such investments and explore the potential opportunity costs of these projects. We offer a cautionary tale that such projects are sold as transformative but often fail to generate the promised benefits, not only for taxpayers but also for the …

Part 3: The Fourth Pillar: Veterans In Hampton Roads, Dragas Center For Economic Analysis And Policy, Old Dominion University

State of the Region Reports: Hampton Roads

In 2021, more than 1 in 10 residents of Hampton Roads identified themselves as a veteran of military service. Among these veterans, almost 1 in 3 were military retirees. With thousands of active-duty service members separating from service in Hampton Roads every year, we ask what is the impact of these veterans on the regional economy. We find that working-age veterans in Hampton Roads are more likely to participate in the labor force than their non-veteran counterparts and that the presence of veterans brings billions of dollars into the region.

Part 4: Get On The Bus: Public Transportation In Hampton Roads, Dragas Center For Economic Analysis And Policy, Old Dominion University

State of the Region Reports: Hampton Roads

In many countries, public transportation is a cornerstone of urban life. In Hampton Roads, public transportation is in a moment of transition, sparked by technological change, pandemic disruptions, a growing emphasis on social equity, and a longer term loss of riders. In this chapter, we discuss who provides public transportation in Hampton Roads. We explore the economics of public transportation and ask what the future holds for public transportation in the region

Part 7: The Virginia Museum Of Contemporary Art: Challenges, Opportunities, And Economic Impact, Dragas Center For Economic Analysis And Policy, Old Dominion University

State of the Region Reports: Hampton Roads

Museums are a part of the cultural life of a region and a component of the regional economy. The Virginia Museum of Contemporary Art in Virginia Beach is one such museum. The Virginia Museum of Contemporary Art (Virginia MOCA for short) is a cultural jewel that continues to provide the region with remarkable artistic resources and programming. In this chapter, we explore how museums can contribute to economic activity and explore the economic impact of the Virginia Museum of Contemporary Art.

Part 5: Death And Dying In Hampton Roads, Dragas Center For Economic Analysis And Policy, Old Dominion University

State of the Region Reports: Hampton Roads

Death and taxes may be inevitable, but where we die is usually not a topic of public policy or discussion. Hospice care is the specialized treatment that provides support and comfort to patients who are terminally ill with a general life expectancy of six months or less. In this chapter, we take a close look at serious disease and hospice care in the United States and Virginia. We examine the demand for hospice care by Medicare beneficiaries as well as the changing nature of hospice care suppliers as now more than two-thirds of hospices nationwide operate as for-profit entities.

The State Of The Region: Hampton Roads 2023, Dragas Center For Economic Analysis And Policy, Old Dominion University, Vinod Agarwal, Aliou Ousmane Ba, Barbara Blake, Elizabeth Janik, Nikki Johnson, James V. Koch, Feng Lian, Terry Parker, Matt Voegel

State of the Region Reports: Hampton Roads

This is Old Dominion University’s 24th annual State of the Region Report. While it represents the work of many people connected in various ways to the university, the report does not constitute an official viewpoint of Old Dominion, its president, Brian Hemphill, Ph.D., the Board of Visitors, the Strome College of Business or the generous donors who support the activities of the Dragas Center for Economic Analysis and Policy.

Over the past year, we have experienced rising interest rates, persistent inflation, and the continued impact of geopolitical shocks on our daily lives. We live, for better or worse, in interesting …

2023 State Of The Commonwealth Report, Vinod Agarwal, Aliou Ousmane Ba, Barbara Blake, James V. Koch, Ria Kolarao, Feng Lian, Anna Makhorkina, Melody Nguyen, Terry Parker, Mohamed Rahoui, Panagiotis Taoulas, Robert D. Mcnab

State of the Commonwealth Reports

This is Old Dominion University's ninth annual State of the Commonwealth Report. While it represents the work of many people connected in various ways to the University, the report does not constitute an official viewpoint of Old Dominion, its president, Brian Hemphill, Ph.D., the board of Visitors, the Strome College of Business or the generous donors who support the activities of the Dragas Center for Economic Analysis and Policy.

Our work seeks to contribute to the conversation about how Virginia can foster growth across the Commonwealth without glossing over the challenges we face. Instead of retreating into partisan enclaves where …

Part 5: Virginia's Hotel Industry Grows, But Change Is Coming, Dragas Center For Economic Analysis And Policy, Old Dominion University

State of the Commonwealth Reports

This chapter assesses the performance of the hotel industry in the Commonwealth and discusses the challenges facing the hotel industry in 2024 and beyond. To understand the prospects for growth, we examine the recovery from the shock of 2020 and how different areas of the commonwealth fared with regard to hotel revenue and occupancy. We take stock of the competitive environment and how labor shortages continue to challenge hoteliers. We ask: what does the future hold for the hotel industry in Virginia?

A Novel Parking Management In Smart City Vehicular Datacenters, Syed Rizvi, Susan Zehra, Steven Olariu

College of Sciences Posters

Researchers have shown that most vehicles spend the majority of their time parked in parking garages, lots, or driveways. During this time, their computing resources are unused and untapped. This has led to substantial interest in Vehicular Cloud, an area of research in which each vehicle acts as a computation node. The main difference between traditional cloud computing and vehicular cloud computing is the availability of nodes. In traditional clouds, nodes are available 24/7, while in vehicular clouds, nodes (vehicles) are only available while parked in parking lots. This creates a dynamic environment as vehicles enter and exit parking garages …

Digital Platforms And Entrepreneurial Support: A Field Experiment In Online Mentoring, Saurabh A. Lall, Li-Wei Chen, Dyana P. Mason

Management Faculty Publications

The benefits of entrepreneurial mentorship are well documented, but there is limited research on how entrepreneurs connect with mentors, especially in digital settings. We partnered with an online platform that connects entrepreneurs to potential mentors to conduct a field experiment in online mentoring. Drawing on literature on entrepreneurial mentorship and Social Cognitive Theory, we compared the effects of three interventions on the likelihood of reaching out and making a connection with a mentor in a digital setting. We find that showing entrepreneurs a video of a successful mentor–mentee relationship increases the chances that they will reach out to a potential …

Assessment Of Spatio-Temporal Variations In Pm2.5 And Associated Long-Range Air Mass Transport And Mortality In South Asia, Md Sariful Islam, Shimul Roy, Tanmoy Roy Tusher, Mizanur Rahman, Ryley C. Harris

Political Science & Geography Faculty Publications

Fine particulate matter (PM_2.5) is associated with adverse impacts on ambient air quality and human mortality; the situation is especially dire in developing countries experiencing rapid industrialization and urban development. This study assessed the spatio-temporal variations of PM_2.5 and its health impacts in the South Asian region. Both satellite and station-based data were used to monitor the variations in PM_2.5 over time. Additionally, mortality data associated with ambient particulate matter were used to depict the overall impacts of air pollution in this region. We applied the Mann–Kendall and Sen’s slope trend analysis tool to investigate the …

When Does Csr Payoff?, John A. Doukas, Rongyao Zhang

Finance Faculty Publications

We investigate whether firms engaging in corporate social responsibility (CSR) can preserve firm value during normal and unprecedented exogenous adverse events. Our evidence shows, in regular times, a negative relation between CSR engagement and firm value, but under adverse economic conditions, CSR protects firm value by decreasing firm risks. We also find that firms with high managerial attributes engage in greater CSR activities that benefit shareholders in both normal and aberrant financial times. Despite the controversy surrounding CSR, our evidence points out that CSR can be viewed as a set of intangible assets that can improve firm value across good …

Part 1: Growth Returns, Now Make It Last, Dragas Center For Economic Analysis And Policy, Old Dominion University

State of the Region Reports: Hampton Roads

There is some good news to report. Hampton Roads gained population but population growth continues to slow. A record number of residents were at work or looking for work in 2023. A record number of residents of the region reported they were employed in 2023. The number of jobs continued to recovery from the depths of the 2020 economic shock, however, a full recovery may not occur until 2024. Economic growth sharply rebounded from the declines of 2020, and we expect growth to continue in 2023. The region’s economic performance, however, continues to lag many of its peers.

Part 1: Virginia's Economy Grows, But Questions Linger About The Future, Dragas Center For Economic Analysis And Policy, Old Dominion University

State of the Commonwealth Reports

There is good news to report about the economy of the Commonwealth. Economic activity increased in 2022 and 2023. A record number of Virginians were at work or looking for work. Labor force participation increased above pre-pandemic levels. However, this news is tempered by the fact that Virginia grew slower than the nation and Virginians continue to migrate out of the Commonwealth. The Virginia economy should grow in 2024, but work remains to be done to match the economic performance of our peers.

Part 2: A Recovery In Progress: Virginia's Go Virginia Regions, Dragas Center For Economic Analysis And Policy, Old Dominion University

State of the Commonwealth Reports

For some areas of Virginia, the recovery from the economic shock associated with the COVID-19 pandemic has been robust, with evidence emerging of a new expansion in economic activity in 2023. For other areas of the Commonwealth, the recovery would be best characterized as anemic. As we conclude 2023 and look forward to 2024, the economic fate of the Commonwealth looks increasingly bifurcated, with economic activity and population concentrated in a handful of regions. Now, with evidence of a “soft landing” from the turbulence of 2022 increasingly evident, the open question remains: can we spur economic growth across the state?