Digital Commons Network^™

An Analysis Of Unstructured Marketing Data To Aid Online Platforms, Qingli Zeng

Dissertations and Theses Collection (Open Access)

As digital platforms increasingly rely on unstructured data such as images, audio, and video to engage users, understanding how these sensory elements influence consumer behavior has become essential. This dissertation investigates the role of visual and auditory cues in shaping user engagement and decision-making in digital environments. Specifically, it examines how image distinctiveness and vocal tone characteristics affect consumer attention, interaction, and commitment across different online contexts.

The first essay explores the impact of image distinctiveness on consumer search behavior within a Southeast Asian real estate platform. Grounded in the Theory of Visual Attention (TVA), this study develops a novel …

An Empirical Analysis Of Pricing And Payments In The Pharmaceutical Industry, Rahul Narnindi

Dissertations and Theses Collection (Open Access)

High prescription drug prices in the US are a major hurdle on the road to improved public health. On a per-capita basis, US prescription drug spending is more than twice that of comparable OECD peer nations and yet the health outcomes achieved are worse. Policymakers try to implement countermeasures, such as the Inflation Reduction Act of 2022, to reduce the burden on the public but these countermeasures may result in unintended consequences. In this thesis, I study the effectiveness of two of these countermeasures and their unintended consequences. My first essay investigates prescription (Rx) to over the counter (OTC) drug …

How Do Firms Respond To Reduced Private Equity Buyout Activity?, Yi-Hsin Lo

Dissertations and Theses Collection (Open Access)

I investigate how firms respond to reduced private equity buyout activity in their home states by exploiting the state-by-state adoption of laws that increase the cost of buyouts. I find evidence suggestive of reduced firm efficiency. The firms also become less likely to go bankrupt or to relocate to other states. These findings suggest that the firms' managers may be starting to enjoy the quiet life. I also find a reduction in layoffs. Overall, the results indicate a trade-off: Whereas reduced private equity buyout activity increases managerial entrenchment, it also lowers firm exits and strengthens employees' job security.

The One Generates All Things: Founder Competencies And Firm Performance In Chinese Semiconductor Enterprises, Aiyang Wang

Dissertations and Theses Collection (Open Access)

The semiconductor industry originated in the United States in the 1940s and serves as the cornerstone of the modern information technology industry. Semiconductors, hailed as the "grain of industry", are of utmost significance to China, a country that builds its foundation on manufacturing. With the escalation of China's industrial upgrading and global competition, a large number of semiconductor enterprises have been established in China in recent years.

Based on the Upper Echelons Theory, this paper commences from the literature on founder research in entrepreneurship studies, and in conjunction with small-sample interviews, proposes the "521" model for observing Chinese semiconductor enterprise …

Competitive Advantage Of Short Food Supply Chains For Organic Vegetables In India: A Multi-Stakeholder, Mixed Method Study Of Farmers, Consumers And Intermediaries, Bhoovarahan Thirumalai Nambakkam

Dissertations and Theses Collection (Open Access)

Competitive advantage of Short Food Supply Chains for organic vegetables in India – a multi-stakeholder, mixed method study of farmers, consumers and intermediaries.

Short food supply chains (SFSC) are characterized by one (or zero) intermediaries (structural proximity), short distance (geographic proximity), trusted relationships (relationship proximity) and alignment of values (values proximity) between consumers and farmers.

This multi-method case study investigates proximity of SFSCs as a driver for increased willingness to pay (WTP) by consumers for organic vegetables in a global south developing country - India. The study analyzed revealed preference (published prices of a conventional chain and SFSCs), stated preference …

Trade War And The Reshaping Of Global Supply Chain In The Automotive Industry, Feng Wang

Dissertations and Theses Collection (Open Access)

The China-US trade war disrupted nearly half a century of trade liberalization, impacting the global distribution of production and the configuration of supply chains. This paper focuses on automobile production and tire supply to analyze the impact of industrial layout changes during the China-US trade war on the global supply chain structure. The study finds that for US automobile production, the trade war presents both positive and negative effects. While tariffs on automobiles protect the local automotive market, the increased production costs due to tariffs on components place US-made cars at a competitive disadvantage in the global market, negatively affecting …

Research On The Mechanism Of China's Stock Market And The Efficiency Of Factor-Based Stock Selection Strategies, Huaixiang Xing

Dissertations and Theses Collection (Open Access)

Based on the data of 4280 firms listed on China's A-share market from 2010 to 2023, this paper constructs 20 market factors and 4 financial factors to systematically study multi factor stock selection strategies in China's stock market. Furthermore, this article analyzes the impact of China's capital market mechanisms on stock selection strategies, which include margin trading and securities lending mechanism, Mainland-Hong Kong Stock Connect mechanism, analyst coverage mechanism, and information disclosure mechanism. The main conclusions are as follows:

Firstly, this paper reveals that 12 market factors, including size, price, and liquidity are all effective pricing factors, and the strategy …

The Influence Of Venture Capitalists’ Value-Added Service On Capital Financing Outcome: A Research On Chinese Biotech Startups, Hao-Yu Huang

Dissertations and Theses Collection (Open Access)

China’s biotechnology sector has undergone rapid evolution, driven by government policy, capital market reform, and growing global demand for pharmaceutical innovation. Venture capitalists (VCs) have played an increasingly pivotal role not only as financiers but also as strategic partners offering value-added services (VAS). These interventions include operational mentorship, regulatory navigation, talent pipeline facilitation, and strategic repositioning. However, the extent to which such non-financial support influences financing outcomes across startup development stages remains underexplored—particularly in the context of China's unique institutional and industrial environment.

This dissertation examines how VC post-investment interventions affect the financing success of biotech startups in China. Drawing …

Research On Inheritance And Innovation Of Chinese Time - Honored Brands On Brand Attachment, Jiangbo Yin

Dissertations and Theses Collection (Open Access)

Balancing inheritance and innovation to achieve brand revitalization is a pressing practical issue for both academia and industry. This study adopts a dual perspective of enterprises and consumers, selecting the Cantonese cuisine time-honored brand "Tao Tao Ju" as the research subject, and employs a mixed-methods combining qualitative and quantitative research to explore the mechanism on inheritance and innovation of Chinese time-honored brands on brand attachment.

Study 1 utilizes grounded theory to construct a multidimensional structure of inheritance and innovation of Chinese time-honored brands: inheritance dimensions include product and service inheritance, brand spirit inheritance, and historical and cultural inheritance; innovation dimensions …

Exploring Intelligent Manufacturing: How Artificial Intelligence Affects Productivity And Labor Demand At The Enterprise Level, Jie Gu

Dissertations and Theses Collection (Open Access)

Manufacturing is a cornerstone of national economic health and social stability, yet it faces challenges such as declining profits, rising labor costs, and an aging workforce. In China, the manufacturing sector is undergoing a critical transformation, driven by technological advancements like artificial intelligence (AI) and the push for intelligent manufacturing. This study explores how AI revitalizes the manufacturing sector by enhancing enterprise productivity and reshaping labor demand, with a focus on quality inspection processes. Using a leading bearing factory as a case study, the research employs econometric models, A/B testing, and interviews to quantify AI’s impact on production efficiency, costs, …

Rome Was Not Built In A Day — Impact Of Market Agility And External Awareness On Iterative Innovation In Online Gaming Industry, Li Ming Gu

Dissertations and Theses Collection (Open Access)

Despite the prosperity of online gaming industry in China, online gaming firms cannot ignore the survival crisis brought by fierce competition. It is quite common for game developers to face issues like low game survival rates and poor performance, with some games even failing upon launch. To address these challenges and gain competitive advantages, game developers accelerate iteration speed and continuously provide users with new content or services. Since most companies found they cannot meet their development needs through traditional innovation models, understanding how to achieve high performance through iterative innovation has become crucial for game developers. Innovation starts with …

Research On Motivations For Corporate Voluntary Environmental Transformation: An Analysis Based On Wwf, Lunyan Lu

Dissertations and Theses Collection (Open Access)

This study investigates the multidimensional motivations driving corporate voluntary environmental transformation and its subsequent impacts, with a focus on political contexts, industry characteristics, and leadership traits. Situated within the framework of additional transformation requirements proposed by environmental non-profit organizations (e.g., WWF), the research examines how environmental transformation serves as a strategic vehicle for corporations to demonstrate social responsibility practices and enhance market competitiveness through philanthropic engagements. By integrating theoretical construction and empirical analysis, this study advances the explanatory frameworks of corporate social responsibility (CSR) theory, stakeholder theory, and resource dependence theory.

This research first identifies intrinsic motivations for corporations to …

Study On Sustainable Development Of Energy Innovation, Maoli Guo

Dissertations and Theses Collection (Open Access)

Energy innovation and sustainable development play significant roles in the economic development and technological progress of a country. This paper first reviews the measurement methods of energy efficiency in existing literature, selects evaluation indicators based on the influencing factors of energy system performance, and proposes an energy efficiency evaluation method combining the Malmquist index and the Data Envelopment Analysis (DEA) model to evaluate and test the performance of energy sustainable development in each province of China from 2005 to 2021.

The study finds that, firstly, the energy efficiency in China has generally shown an upward trend, but there are significant …

Analysis On Factors For The Success Of China's Industrial Parks -- "Crown Model" And Its Empirical Research, Ming Qiu

Dissertations and Theses Collection (Open Access)

Since the reform and opening-up policy, China has systematically promoted the development and construction of economic and technological development zones, high-tech industrial development zones, and various types of industry-focused functional parks by drawing on successful international models and integrating them with China’s context. This has been carried out from the central government to local governments to foster the clustering of regional industries, facilitate industrial upgrading, drive large-scale employment, increase GDP, generate continuous tax revenue, and accelerate urbanization. These efforts have been pivotal in transforming local economies and enhancing China’s competitive advantage in the global market. The author, with 20 years …

The Impact Of Marriage Status On Career Aspiration And Performance, Qiang Yi

Dissertations and Theses Collection (Open Access)

This study explores the impact of marital status on employee workplace behavior and job performance. Specifically, it finds that compared to unmarried employees, married employees demonstrate higher career aspirations and job performance. Further analysis reveals that this effect is primarily driven by the enhancement of family and career commitments brought about by marriage. These increased commitments significantly contribute to the improvement of employees' career aspirations and job performance. Moreover, this study examines the gender differences in the influence of marital status on family and career commitments.

The results show that marriage has a stronger effect on promoting family commitments among …

A Study On Paths And Effectiveness Of Internationalization Of Chinese Apparel Enterprises, Xiaohong Gao

Dissertations and Theses Collection (Open Access)

As globalization advances, international expansion has become a key strategy for firms to enhance their competitive edge. Nevertheless, current literature predominantly centers on developed countries, often overlooking the distinct obstacles and prospects encountered by companies from emerging markets. This gap is particularly evident in the apparel sector, where the impact of branding strategies on internationalization outcomes remains underexplored. This paper constructs an analytical framework of “internationalization context - internationalization pathway selection - internationalization performance”, combines case studies and empirical analysis to explore this research issue in depth, and applies the results of the research to enterprise practice.

This paper analyzes …

Knowledge Judgment, Managerial Decision-Making, And Firm Performance: From The Perspective Of Entrepreneurial Spirit Reconfiguration In Second-Generation Family Businesses, Xinhua Li

Dissertations and Theses Collection (Open Access)

Since the reform and opening up, Chinese family businesses, as the main body of the private economy, have played a significant role in the development of the national economy. As the first - generation entrepreneurs are entering their later years, inter - generational succession has become an important issue. This doctoral thesis focuses on the dynamic reshaping process of the entrepreneurial spirit of the second - generation entrepreneurs in family businesses and explores how it affects the improvement of corporate performance. Based on the cutting - edge theories of Austrian economics, this study constructs a research framework of "knowledge judgment …

Research On The Economic Performance And Process Optimization Strategies In Chinese Agricultural Enterprises, Zili Xu

Dissertations and Theses Collection (Open Access)

With the booming digital economy, digital transformation has become a key strategy for global enterprises to enhance competitiveness and optimize economic performance. This dissertation takes Chinese agricultural enterprises as the research subject and deeply explores the impact of digital transformation on corporate economic performance and strategies for business process optimization.

The dissertation first reviews the research progress on the digital transformation of agricultural enterprises. Secondly, it uses qualitative text analysis and machine learning technology to assess the digital level of Chinese agricultural enterprises and analyzes their current status and characteristics. The empirical study employs a fixed-effects model and finds that …

Digital Twin Dynamics: Employee’S Willingness To Adopt Ai Digital-Twin In A Craftsmanship Environment, Seow Hoon Tee

Dissertations and Theses Collection (Open Access)

Singapore’s manufacturing sector, contributing 22% to the nation’s GDP, is undergoing a strategic transformation under the Manufacturing 2030 vision, which aims to increase sector value by 50%. However, a critical challenge emerges in the widening age gap among craftsmen, particularly between 30 and 50 years old, misaligning with succession planning efforts. As senior craftsmen approach retirement, the urgency to transfer specialized expertise significantly increases. In response, initiatives such as the National AI Strategy (NAIS) 2.0 and Industry 5.0 efforts by the Singapore Manufacturing Federation (SMF) and Advanced Remanufacturing and Technology Centre (ARTC) emphasize AI-driven solutions to enhance knowledge retention and …

Modifiable And Non-Modifiable Risk Factors For Dementia Among Non-Hispanic White And Black Populations Aged 50-64 In The United States, 2006-2016, Jingkai Wei, Matthew C. Lohman Ph.D., Monique J. Brown, James W. Hardin, Chih-Hsiang Yang, Anwar T. Nerchant, Daniela B. Friedman

Faculty Publications

Background and Objectives

Research Design and Methods

Adverse Childhood Experiences, Resilience, And Syringe Services Program Attendance Among Persons Who Inject Drugs In Northeast Georgia, Usa: A Mediation Analysis, Mohammad Rifat Haider, Samantha Clinton, Monique J. Brown, Nathan B. Hansen

Faculty Publications

Background: Syringe services programs (SSP) are evidence-based venues offering harm reduction services to persons who inject drugs (PWID), such as sterile syringes, STI/HIV testing, and linkage to care to decrease drug use-related morbidities and mortalities. Adverse childhood experiences (ACEs) have been linked with reduced resilience, while increased resilience can help PWID attend SSPs. This study examined the potential mediating role of resilience between ACEs and SSP attendance among PWID.

Methods: Data were collected from adult HIV-negative PWID in northeast Georgia, between February-December 2023 (N = 173). Data were collected on SSP attendance (Yes vs. No), resilience, and ACEs. Covariates included …

Geographic Disparities In Unpaid Caregiving, Emma Kathryn Boswell, Monique J. Brown Ph.D., Mph, Lorie Donelle Phd, Rn, Fcan, Nicholas Yell, Taryn Farrell, Peiyin Hung Ph.D., Elizabeth Crouch Ph.D.

Faculty Publications

Purpose: An updated, nationally representative examination of rural–urban differences in the experiences, health, and well-being of caregivers is needed; previous research on this topic uses older data or has limited generalizability. This study examines rural–urban differences in the characteristics, experiences, and health of caregivers. Methods: The 2021–2022 Behavioral Risk Factor Surveillance System (n = 44,274 unpaid caregivers) was used, with rurality defined according to the 2013 National Center for Health Statistics (NCHS) Urban-Rural Classification Scheme. Chi-square tests compared rural–urban differences in these caregivers’ characteristics, including demographic factors, caregiving intensity (e.g., weekly hours spent caregiving, reason for caregiving, past-month ADL/IADL assistance), …

Pharmacodynamics Of Aspirin Through Gestation: Predictors Of Aspirin Response And Association With Pregnancy Outcome, A Prospective Cohort Study, Rupsa C. Boelig, Emily Foecke Munden, Tingting Zhan, Steven E. Mckenzie, Walter K. Kraft

Department of Pharmacology, Physiology, and Cancer Biology Faculty Papers

Low-dose aspirin is recommended for prevention of hypertensive disorders of pregnancy (HDP) and preterm birth (PTB) in high-risk pregnancies. There is limited data on factors impacting aspirin response in pregnancy. We aimed to evaluate predictors of aspirin response and association with pregnancy outcome with a prospective study of high-risk pregnancies taking 81 mg aspirin daily. Aspirin response was evaluated with Platelet Function Assay-100 (PFA-100) epinephrine closure time at baseline (< 16 weeks' gestation), follow-up 1 (2-4 weeks after aspirin initiation), and follow-up 2 (28-32 weeks gestation). Multivariable regression was used to identify factors associated with PFA-100 at each visit, and results presented with beta coefficient (B) and confidence interval. The median difference (MD) in PFA-100 in those with and without HDP or PTB was compared. Results included 108 who completed follow-up 1 and 96 who completed both visits with > 75% adherence. PFA-100 was increased from baseline at follow-ups 1 and 2 (MD 37 (27-49); MD 26 (15.5-38.5) respectively). At follow-up 1, obesity (B = -30 (-53 to -7) seconds), …

Co-Ethnic Candidates And Border Security Appeals: Does Shared Ethnicity Increase Border Security Approval?, Carlos D. Gutierrez-Mannix

Political Science Faculty Publications

No abstract provided.

N Y State Dent J March 2025

The New York State Dental Journal

In the March 2025 issue, the reader will find the following feature articles:

• Manifestations of Trigeminal Neuralgia Secondary to Multiple Sclerosis in Dentoalveolar Region: Case Report and Literature Review
• Arteriovenous Malformation Presenting as a Disfigured and Throbbing Face: Case Report
• Stress of Dental Students

This issue includes regular columns with regional news impacting the New York membership including: editorial and perspectives columns, legal, association activities, component news, continuing education opportunities, and classifieds.

In this month's update from the New York State Dental Foundation, readers will find a call to action in the article "Volunteers Needed to Join Effort to Alleviate …

Lawyering As A Public Health Tool: Enforcing Title Ii Of The Americans With Disabilities Act With Preventative Litigation, Elena Cohen

Fordham Law Review

A recent ruling by the U.S. Court of Appeals for the Fifth Circuit held that plaintiffs cannot bring a claim alleging a risk of unnecessary institutionalization under Title II of the Americans with Disabilities Act (ADA). This directly contradicts the holdings of six other circuit courts and guidance issued by the Department of Justice (DOJ)—all of which maintain that Title II of the ADA (Title II), the integration mandate, and the U.S. Supreme Court’s decision in Olmstead v. L.C. ex rel. Zimring permit these claims. This Note explores how the circuit courts have evaluated risk of unnecessary institutionalization claims, including …

Imageinthat: Manipulating Images To Convey User Instructions To Robots, Karthik Mahadevan, Blaine Lewis, Jiannan Li, Bilge Mutlu, Anthony Tang, Tovi Grossman

Research Collection School Of Computing and Information Systems

Foundation models are rapidly improving the capability of robots in performing everyday tasks autonomously such as meal preparation, yet robots will still need to be instructed by humans due to model performance, the difficulty of capturing user preferences, and the need for user agency. Robots can be instructed using various methods---natural language conveys immediate instructions but can be abstract or ambiguous, whereas end-user programming supports longer-horizon tasks but interfaces face difficulties in capturing user intent. In this work, we propose using direct manipulation of images as an alternative paradigm to instruct robots, and introduce a specific instantiation called ImageInThat which …

Selecting Comparative Sets Of Reviews Across Multiple Items, Trung Hoang Le, Hady Wirawan Lauw

Research Collection School Of Computing and Information Systems

While choosing among several products, users may look up reviews from each product they are considering. Due to the large number of reviews of products, selecting representative reviews from one product alone is already a challenging problem. In this work, we further aim to conduct review selection for multiple products simultaneously for comparative purposes. We formulate objective functions that synchronize the review selection and design efficient algorithms to optimize for the objective functions. To narrow down the potentially long list of comparison items into a shorter list of more similar items, we construct a graph representing items’ similarity and design …

Fully Selective Opening Secure Ibe From Lwe, Dingding Jia, Haiyang Xue, Bao Li

Research Collection School Of Computing and Information Systems

Selective opening security ensures that, when an adversary is given multiple ciphertexts and corrupts a subset of the senders (thereby obtaining the plaintexts and the senders’ randomness), the privacy of the remaining ciphertexts is still preserved. Previous selective opening secure IBE schemes encrypt messages bit-by-bit, or only achieve selective-id security. In this paper, we present the first adaptive-id, selective opening secure identity-based encryption (IBE) tightly from LWE. To achieve this, we introduce a new primitive called delegatable all-but-many lossy trapdoor functions (DABM-LTDF) and provide a generic construction that converts DABM-LTDF into an adaptive-id, selective opening secure IBE through a tight …

Attackg+: Boosting Attack Graph Construction With Large Language Models, Yongheng Zhang, Tingwen Du, Yunshan Ma, Xiang Wang, Yi Xie, Guozheng Yang, Yuliang Lu, Ee‑Chien Chang

Research Collection School Of Computing and Information Systems

Attack graph construction seeks to convert textual cyber threat intelligence (CTI) reports into structuredrepresentations, portraying the evolutionary traces of cyber attacks. Even though previous research hasproposed various methods to construct attack graphs, they generally suffer from limited generalizationcapability to diverse knowledge types as well as requirement of expertise in model design and tuning.Addressing these limitations, we seek to utilize Large Language Models (LLMs), which have achieved enormoussuccess in a broad range of tasks given exceptional capabilities in both language understanding and zeroshot task fulfillment. Thus, we propose a fully automatic LLM-based framework to construct attack graphsnamed: AttacKG+. Our framework consists …