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Full-Text Articles in Business

A Co-Design Approach To Integrating Gender Into The Cacao Value Chain In Davao City, Philippines, Mia Barbara Aranas, Aileen Lapitan, Mitchiko Lopez, Nico Jayson Anastacio, Canesio Predo, Mara Faylon, Emmanuel Flores, Claire Estelle Cruz, Anjelyn Joy Enong Sep 2025

A Co-Design Approach To Integrating Gender Into The Cacao Value Chain In Davao City, Philippines, Mia Barbara Aranas, Aileen Lapitan, Mitchiko Lopez, Nico Jayson Anastacio, Canesio Predo, Mara Faylon, Emmanuel Flores, Claire Estelle Cruz, Anjelyn Joy Enong

The Philippine Agricultural Scientist

The specific needs and challenges of women and their contributions are often not integrated when developing interventions and policies targeted to improve agricultural value chains. Therefore, this study developed a codesign approach to creating solutions to improve gender relations in agri-food value chains. Specifically, it focused on the cacao value chain in Davao City, which is located in the southern Philippines. Co-design is a highly participatory approach in which solutions are designed with, and not just for, the people who have lived experiences of the problems being addressed. The approach emphasizes understanding gender-related barriers and opportunities to inform government interventions …


Igniting Curiosity In Business Students To Explore The United Nations Sustainable Development Goals, Amy Foshee Holmes Sep 2025

Igniting Curiosity In Business Students To Explore The United Nations Sustainable Development Goals, Amy Foshee Holmes

School of Business Faculty Research

Essential skills needed in a global marketplace include curiosity. The ability to adapt and respond to change enables individuals to take advantage of new opportunities and overcome obstacles that arise. Bill Gates, Warren Buffett, and Sheryl Sandberg all emphasize curiosity as an essential quality in achieving success. The United Nations Sustainable Development Goals (SDGs) provide a range of topics that can serve as the basis for igniting curiosity through a research project that engages students in learning about sustainability and business impacts on environmental and societal issues. Students share information and cultivate curiosity by exploring global issues and innovations in …


Beyoutiful Bath Bombs: A Standard Costing, Pricing, And Sustainability Reporting Case, Tara M. Lambert, Amy Foshee Holmes Sep 2025

Beyoutiful Bath Bombs: A Standard Costing, Pricing, And Sustainability Reporting Case, Tara M. Lambert, Amy Foshee Holmes

School of Business Faculty Research

This case incorporates a mock consulting engagement with a real-world business to reinforce the concepts of standard costing and pricing which provides an ideal opportunity to explore sustainability-related issues. You will help the client identify Environmental, Social, and Governance (ESG) impacts to increase transparency for reporting in a competitive market scenario. In this case, you are introduced to BeYOUtiful Bath Bombs & More and asked to assess profitability for four inventory items, analyze the cost of adding a candle made from beeswax, and make recommendations for strategic planning. Implementation of this case study is designed for managerial or cost accounting …


If You Take Care Of Me, I’Ll Take Care Of You: The Mutual Gains Of Parental Support For Employee And Organizational Well-Being, Cara-Lynn Scheuer, Angela R. Grotto, Jessica L. Doll Sep 2025

If You Take Care Of Me, I’Ll Take Care Of You: The Mutual Gains Of Parental Support For Employee And Organizational Well-Being, Cara-Lynn Scheuer, Angela R. Grotto, Jessica L. Doll

Department of Management Faculty Scholarship and Creative Works

As the number of working parents rises, employers are increasingly called upon to support employees’ work–family (WF) obligations. Grounded in conservation of resources theory, we examined how providing varying degrees of parental support (paid vs. unpaid leave and family-supportive vs. -unsupportive leadership) is mutually beneficial to employee and organizational well-being – the ultimate criterion for organizational science. Participants (N = 538) were randomly assigned to read vignettes that varied the amount of parental support provided for expectant working parents. We tested whether WF benefits fairness perceptions moderated the indirect effects of parental support on felt obligation through job-related anxiety. Findings …


Organization Research As An Applied Science: Lessons From Fields That Shape Practice And Policy, Stephen X. Zhang, Gokhan Ertug Sep 2025

Organization Research As An Applied Science: Lessons From Fields That Shape Practice And Policy, Stephen X. Zhang, Gokhan Ertug

Research Collection Lee Kong Chian School Of Business

As an applied science, our field aims to improve organizational effectiveness and solve practical problems (Hideg, DeCelles & Tihanyi, 2020; Pfeffer & Fong. 2002; Pillutla & Thau, 2013). However, despite the increasing sophistication in methods and greater emphasis on theory in recent decades, we have not made commensurate strides in relevance and impact. As we see it, the heart of this challenge is the culture in our field that demands novel theoretical advancement from every paper (Aguinis & Cronin, 2022), which may inadvertently constrain our ability to address pressing organizational challenges. Previous appeals to enhance our impact as an applied …


How Do Analysts Affect Corporate Innovation? Evidence From Site Visits, Qiang Cheng, Brian Yutao Wang, Holly I. Yang, Zheyuan Zhang Sep 2025

How Do Analysts Affect Corporate Innovation? Evidence From Site Visits, Qiang Cheng, Brian Yutao Wang, Holly I. Yang, Zheyuan Zhang

Research Collection School Of Accountancy

While prior studies have examined whether financial analysts affect corporate innovation, there is little research on the mechanism through which this occurs. In this paper, we examine whether and how analysts' questions about innovation during site visits affect corporate innovation. Using a sample of corporate site visits in China, we find that when analysts ask questions about innovation during site visits, firms invest more in R&D in the future. Consistent with knowledge diffusion across firms, this association is stronger when analysts cover more firms in the same industry, when firms share similar technologies as industry peers, and when an innovation-expert …


Firm Digitalization And Accounting Jobs, Amanda Awyong, Qiang Cheng, Tian Deng, Rencheng Wang Sep 2025

Firm Digitalization And Accounting Jobs, Amanda Awyong, Qiang Cheng, Tian Deng, Rencheng Wang

Research Collection School Of Accountancy

This study examines how firm digitalization affects the demand for corporate accountants and their digital skills. Using more than 373,000 job posts for corporate accountants by U.S. non-technology firms between 2010 and 2019, we find that firm digitalization does not change the overall demand for financial specialists-accountants who are responsible for financial reporting, budgeting, and forecasting-but reduces the demand for financial clerks-accountants who primarily perform administrative financial tasks. We further show that firms digitalization increases the demand for digital skills among financial specialists, but not among financial clerks, and that such demand is greater than that for other employees within …


Rural Business Development Corporation Annual Report 2024-25, Department Of Primary Industries And Regional Development, Western Australia Sep 2025

Rural Business Development Corporation Annual Report 2024-25, Department Of Primary Industries And Regional Development, Western Australia

All other publications

In this report, the Rural Business Development Corporation is referred to as ‘the Corporation’ or ‘the RBDC’. The RBDC is an independent statutory authority of the Government of Western Australia (WA), established under the Rural Business Development Corporation Act 2000 (Act). The Act preserved and continued the body corporate established by the Rural Adjustment and Finance Corporation Act 1993.

What we do

The RBDC administers approved assistance schemes on behalf of the WA Government for the benefit of rural industry and regional communities. Approved schemes may provide financial assistance by way of loans, grants, or other financial incentives. The Act …


Managing Rumors On Electronic Interaction Platforms: How Management Responses Affect Investor Reaction, Runyu Wang, Zili Zhang, Keng Siau, Ziqiong Zhang Sep 2025

Managing Rumors On Electronic Interaction Platforms: How Management Responses Affect Investor Reaction, Runyu Wang, Zili Zhang, Keng Siau, Ziqiong Zhang

Research Collection School Of Computing and Information Systems

This study investigates how listed firms respond to investors’ rumor-related inquiries and examines the impact of these responses on investor reactions, as indicated by subsequent daily abnormal stock returns (ARs). Using a unique dataset of question-and-answer (Q&A) interactions from China’s major e-interaction platforms, established by the stock exchanges, our study provides insights into regulated firm-investor communications in a structured Q&A setting. Unlike informal social media channels, these platforms enable official responses from firm representatives, typically board secretaries, under direct regulatory oversight. By analyzing rumor-related Q&A pairs with regression models and several robustness checks, we find that firms can benefit from …


Impact Of Aigc Application On E-Commerce: A Study In The Scenario Of Product Display And Recommendation, Ya Shen Sep 2025

Impact Of Aigc Application On E-Commerce: A Study In The Scenario Of Product Display And Recommendation, Ya Shen

Dissertations and Theses Collection (Open Access)

Artificial Intelligence Generated Content is widely expected to enhance efficiency and lower operation cost for e-commerce. This study aims to investigate on how AIGC technology would impact on the online shopping behavior and conversion rate, specifically in the scenario of product display and recommendations.

Experiment 1 is to evaluate which scenario would have better efficiency on e-commerce platforms when using AIGC. Using an A/B testing methodology, the effects of AIGC application were measured among key factors of six product display and recommendation scenario on Vipshop.com. Results show that AIGC application on model image has the greatest impact, increasing CTR by …


The Dual Impact Of Ict Use On Work Autonomy, Workload, Work Engagement, And Work-Family Conflict: Moderating Effects Of Perceived Organizational Support And Conscientiousness, Shenghui Han Sep 2025

The Dual Impact Of Ict Use On Work Autonomy, Workload, Work Engagement, And Work-Family Conflict: Moderating Effects Of Perceived Organizational Support And Conscientiousness, Shenghui Han

Dissertations and Theses Collection (Open Access)

This study investigates the dual impact of information and communication technology (ICT) use intensity on employee outcomes in the workplace, with a particular focus on work autonomy, workload, work engagement, and work–family conflict (WFC). Drawing upon the job demands-resources (JD-R) model and conservation of resources (COR) theory, I propose a dual-pathway framework in which ICT use intensity acts as both a job resource and a job demand. The study also examines the moderating roles of perceived organizational support (POS) and conscientiousness.

Data were collected from 414 full-time employees across six companies in China through a three-wave survey with two-week intervals …


The New Professional: What New And Associate Dentists Need To Know About Ai, Amrita Patel Dds Sep 2025

The New Professional: What New And Associate Dentists Need To Know About Ai, Amrita Patel Dds

The Journal of the Michigan Dental Association

This article outlines the growing importance of artificial intelligence (AI) in dentistry, particularly for newer professionals. AI's applications span radiographic analysis (identifying pathologies, enhancing diagnostic precision), treatment planning (simulating outcomes, designing aligners), and streamlining administrative tasks (voice recognition for notes, optimized scheduling). The author emphasizes that AI should be viewed as an augmentative tool to human capabilities, not a replacement for clinical judgment, especially in complex cases. It also highlights the critical considerations of data privacy (HIPAA compliance) and the enduring value of the relationship-driven nature of dentistry. Ultimately, the most successful dentists will be those who combine emerging technologies …


Dentistry And The Law: We Forgot To Renew Our Employment Agreement —Now What?, Daniel Schulte Jd Sep 2025

Dentistry And The Law: We Forgot To Renew Our Employment Agreement —Now What?, Daniel Schulte Jd

The Journal of the Michigan Dental Association

This Q&A addresses the legal implications when a fixed-term dental employment agreement expires without formal renewal. MDA Legal Counsel explains that if the employee continues working under the same conditions, an oral employment agreement is implicitly formed, retaining the original terms but becoming terminable without cause by either party at any time. A key consequence is that any post-termination provisions, such as a covenant not to compete, begin their restricted period countdown from the original agreement's expiration date, regardless of continued employment. The article advises that it's generally more practical for employment agreements to simply state that the term continues …


Automation Of Lcmc Logistics Processes: A Delphi Approach, Kline M. Alt Sep 2025

Automation Of Lcmc Logistics Processes: A Delphi Approach, Kline M. Alt

Theses and Dissertations

As the U.S. Air Force confronts growing complexity in system acquisition, the implementation of digital models in system design and logistics process management allows the incorporation of digital tools and the possibility for automation of portions of logistics processes. This thesis investigates where these technologies can be most effectively integrated within the Air Force Life Cycle Management Center logistics enterprise (AFLCMC). Using a three round Delphi study, AFLCMC logistics subject matter expert (SME) opinions were solicited from program-level senior logisticians, program managers to identify high-need areas, key success factors, and potential barriers to adoption. Quantitative consensus from Likert-scale and ordinal …


A Review Of The United States' Long Term War Support Capabilities In The Indo-Pacific Command Region, Brian J. Mullin Jr. Sep 2025

A Review Of The United States' Long Term War Support Capabilities In The Indo-Pacific Command Region, Brian J. Mullin Jr.

Theses and Dissertations

This study examines U.S. maritime transportation readiness in the Indo-Pacific, highlighting fleet age, mariner shortages, shipyard decline, and port vulnerabilities. It also considers contested logistics and technological threats. Recommendations include fleet recapitalization, mariner pipeline growth, port diversification, and defensive upgrades. The study concludes that secure sea line assumptions are outdated and calls for greater resilience, with follow-on efficiency analysis proposed for ports and ships.


Trends And Predictive Modeling Of Real Estate Prices In Major Saudi Arabia Cities, Meshal S. Aldahas Sep 2025

Trends And Predictive Modeling Of Real Estate Prices In Major Saudi Arabia Cities, Meshal S. Aldahas

Theses and Dissertations

his research examines historical trends and explanatory modeling of real estate prices in major Saudi cities, with a focus on Riyadh, Jeddah, and Dammam. Using a mixed-methods approach, the study integrates quantitative data from 2010–2023, including housing and macroeconomic indicators, with qualitative insights drawn from over 320 survey responses that captured consumer sentiment on affordability, job security, and housing policies. A combination of descriptive statistics, ARIMA and Exponential Smoothing techniques was applied to detect long-term patterns, seasonal variations, and market shocks. Predictive modeling was conducted using Linear Regression, Decision Trees, and Neural Networks, with results showing that job security consistently …


Implementing Lean Principles To Enhance Warehouse Operations At King Abdulaziz Air Base(Kaab): A Case Study Of Royal Saudi Air Force (Rsaf), Saleh A. Alghamdi Sep 2025

Implementing Lean Principles To Enhance Warehouse Operations At King Abdulaziz Air Base(Kaab): A Case Study Of Royal Saudi Air Force (Rsaf), Saleh A. Alghamdi

Theses and Dissertations

The Royal Saudi Air Force (RSAF) relies on efficient logistics to sustain readiness. At King Abdulaziz Air Base, warehouse receiving inefficiencies caused delays and waste. This study used Lean principles and a six-month time–motion analysis, with Pareto and Fishbone tools, to identify 55% waste in dead pile and 75% in palletized shipments. Standard times of 5.98 and 6.55 minutes were set. Key recommendations include SOPs, cross-training, forklift certification, layout redesign, and RFID. Lean adoption could save 100+ labor hours and $4,000 annually, improving safety, accuracy, and mission readiness.


Staff Matters: Can I Google Someone Before I Decide To Hire Them?, Jodi Schafer Sphr, Shrm-Scp Sep 2025

Staff Matters: Can I Google Someone Before I Decide To Hire Them?, Jodi Schafer Sphr, Shrm-Scp

The Journal of the Michigan Dental Association

This Q&A addresses the practice of using Google searches to vet job applicants, cautioning that while it provides public information, it can also inadvertently reveal protected classifications (e.g., religious beliefs, race, age), making hiring decisions based on such information illegal and discriminatory. The article advises conducting internet searches after a screening interview to first establish a candidate's qualifications, which provides a defensible rationale for hiring choices. It is crucial to obtain a signed release from the applicant before conducting any background checks to ensure compliance with laws like the Fair Credit Reporting Act. The author also notes that requiring access …


J Mich Dent Assoc September 2025 Sep 2025

J Mich Dent Assoc September 2025

The Journal of the Michigan Dental Association

Each month, The Journal of the Michigan Dental Association provides news, information, and features about Michigan dentistry to our state's oral health community and the MDA's 6,200+ members. It stands as the primary publication reaching Michigan dentists.

The September issue marks the return to a hybrid publishing schedule, with print issues published bimonthly in January, March, May, July, September, and November, and online-only digital issues in February, April, June, August, October, and December. This return to print follows a suspension in May due to association-wide financial issues, with the MDA Board of Trustees approving changes in the 2025 budget to …


Unravelling The Effects Of Knowledge-Sharing Dynamics On Crowdsourcing Contest Participation, Hanieh Javadi Khasraghi, Xuan Wang, Yaojie Li, Xi Mao Sep 2025

Unravelling The Effects Of Knowledge-Sharing Dynamics On Crowdsourcing Contest Participation, Hanieh Javadi Khasraghi, Xuan Wang, Yaojie Li, Xi Mao

Information Systems Faculty Publications

Crowdsourcing contests have emerged as a popular approach for organisations to leverage collective intelligence and tap into the expertise of a diverse crowd. Knowledge sharing in such contests is paramount in promoting individual or team participation. This study employs negative binomial regression analysis to explore the impact of dynamic knowledge-sharing features – knowledge volume, knowledge expansion, knowledge innovation, and knowledge popularity – on team participation, using data from 211 crowdsourcing contests hosted on Kaggle. The findings offer significant implications for researchers and practitioners regarding effective knowledge management within crowdsourcing platforms. Encouraging knowledge sharing and collaboration and promoting innovative practices can …


The Moderating Role Of Digital Multi-Sided Platform On The Firm Value Of Traditional Value-Chain Firms, Chee Pheng Lim Sep 2025

The Moderating Role Of Digital Multi-Sided Platform On The Firm Value Of Traditional Value-Chain Firms, Chee Pheng Lim

Dissertations and Theses Collection (Open Access)

This dissertation examines the strategic value and performance implications for traditional value-chain firms (TVCFs) that adopt digital multi-sided platforms (DMSPs) to augment their existing businesses. DMSPs facilitate interactions among multiple user groups through digital intermediaries, generating self-reinforcing network effects that enhance value creation, reduce operational and transaction costs, and enable collective innovation. Despite the prevalence of platform-based firms, 60% of global unicorns and 7 of the world’s 10 most valuable companies operate digital platforms, empirical research on the value-creation mechanisms of DMSPs remains limited. Anchored in the resource-based view and platform theory, this study investigates how DMSP moderates the relationship …


The Impact Of Politics And Identity On Instagram: Exploring The Impacts On Social Connections, Kaslyn Tidmore Sep 2025

The Impact Of Politics And Identity On Instagram: Exploring The Impacts On Social Connections, Kaslyn Tidmore

Graduate Theses and Dissertations

This study investigates how political and identity signals on Instagram-specifically pronoun usage, LGBTQ+ representation, support for political figures, and religious expression-influence perceptions of political leaning, perceived similarity (homophily), and willingness to connect or engage with both individuals and brands. Using a between-subjects experimental design, 222 participants were exposed to mock Instagram profiles systematically varying these indicators. Results from a chi-square test of independence revealed that political indicators in profiles significantly shaped participants’ perceptions of users’ political leanings. Among the indicators, support for a political figure repeatedly reported as the strongest predictor of perceived political leaning, social similarity, and willingness to …


2025 September, Morehead State University. Office Of Communications & Marketing. Sep 2025

2025 September, Morehead State University. Office Of Communications & Marketing.

Morehead State Press Release Archive, 1961 to the Present

Press releases for September of 2025.


Plan And Track Your Performance For A Better Practice, Michelle C. Dziurgot Sep 2025

Plan And Track Your Performance For A Better Practice, Michelle C. Dziurgot

The Journal of the Michigan Dental Association

This editorial stresses the critical need for every dentist to track key performance indicators such as production, profit, and overhead to ensure long-term practice success. It advocates for setting and monitoring daily, weekly, and monthly goals for both doctor and hygiene departments. Strategies for effective practice management include regular team meetings, optimizing supply audits to eliminate unused materials, and planning for seasonal patient fluctuations to keep overhead in sync. The author also emphasizes the importance of providing proper training for the dental team, such as the MDA’s X-ray certification or the Certified Dental Business Professional designation, to enhance patient communication, …


Dean’S Report: Detroit Mercy Dental - Dental Schools — Safeguarding The Future Of Oral Health, Mert N. Aksu Dds, Jd, Mhsa, Cert. Dph Sep 2025

Dean’S Report: Detroit Mercy Dental - Dental Schools — Safeguarding The Future Of Oral Health, Mert N. Aksu Dds, Jd, Mhsa, Cert. Dph

The Journal of the Michigan Dental Association

This report from the University of Detroit Mercy School of Dentistry highlights its mission to prepare students as clinicians, leaders, and advocates for public health and equitable access to care, emphasizing evidence-based practices and community service. It addresses critical public health measures like community water fluoridation and HPV vaccination, advocating for policies that protect oral health. The report notes concerns over proposed Michigan Medicaid dental program changes that could burden dental schools with increased uncompensated and emergency care. Initiatives to meet workforce needs include the new Detroit Mercy Dental Vermont Track and community-based education programs, which provided care to over …


Digital Odyssey: Navigating Culture, Structure, And Agency In The Transformation Of A Public University, Lisa Santa-Coloma Sep 2025

Digital Odyssey: Navigating Culture, Structure, And Agency In The Transformation Of A Public University, Lisa Santa-Coloma

Dissertations, Theses, and Capstone Projects

Digital transformation broadly refers to the process of enacting digital technologies to fundamentally change how an organization creates value, enhancing the customer experience, increasing efficiency, and achieving a sustained competitive advantage. Current industry research estimates that over 90 percent of large organizations globally are undertaking digital transformation initiatives, yet a surprisingly low percentage of them report a resulting lift in revenue or improved efficiency. This trend is particularly pronounced in the education sector, where universities, navigating the pressure of lower enrollment rates following the global pandemic and the impact of disruptive technology such as artificial intelligence and online learning platforms, …


Sustainable Purpose- And Passionpreneurship: New-Age Lifestyle Or A Necessity For Sustainable Development?, Veronika Pereseina Sep 2025

Sustainable Purpose- And Passionpreneurship: New-Age Lifestyle Or A Necessity For Sustainable Development?, Veronika Pereseina

All Works

Entrepreneurship has proven to be a dynamic force for societal change in urgent global transformation toward sustainability. While governments and established institutions often move slowly, a new wave of entrepreneurs—guided by passion, purpose, and a holistic worldview—are actively shaping alternative paths to sustainable development. This study investigates how entrepreneurs integrate personal purpose, well-being, and a holistic approach into their businesses and lifestyles. Drawing on observations and interviews with selected entrepreneurs, the research employs thematic analysis to explore their motivations, decision-making processes, and the role of environments in shaping their ventures. The findings highlight a distinctive approach of conscious entrepreneurs: a …


Do Companies’ Green Credentials Enhance Trade Credit Provisions? Global Evidence, Rashid Zaman, Nader Atawnah, Deepa Banigidadmath, Muhammad Nadeem, Jia Liu Sep 2025

Do Companies’ Green Credentials Enhance Trade Credit Provisions? Global Evidence, Rashid Zaman, Nader Atawnah, Deepa Banigidadmath, Muhammad Nadeem, Jia Liu

Research outputs 2022 to 2026

We investigate the impact of corporate renewable energy (RE) adoption on suppliers’ trade credit provisions. Using a global sample of 30 countries, we establish that firms engaging in higher RE consumption secure increased trade credit. Our results remain robust to a variety of sensitivity tests and after accounting for potential endogeneity concerns using the Paris Agreement and companies switching to green energy as exogenous shocks. Our channel analysis reveals that RE take-up mitigates companies’ environmental risk (proxied by environmental violation fines, media coverage of environmental controversies, GHG emissions, and environmental policy stringency). Additional tests reveal that the relationship between RE …


Multi-Objective Optimization Of A Three-Level Sustainable Food Supply Chain: Modeling The Impact Of Government Subsidies, Reza Kiani Mavi, Majid Semiari, Seyed Ashkan Hosseini Shekarabi, Neda Kiani Mavi, Fatemeh Moshkdanian, Arezoo Nikravesh, Sadegh Golsorkhi Sep 2025

Multi-Objective Optimization Of A Three-Level Sustainable Food Supply Chain: Modeling The Impact Of Government Subsidies, Reza Kiani Mavi, Majid Semiari, Seyed Ashkan Hosseini Shekarabi, Neda Kiani Mavi, Fatemeh Moshkdanian, Arezoo Nikravesh, Sadegh Golsorkhi

Research outputs 2022 to 2026

This study develops an integrated optimization framework which supports the sustainable design of a food supply chain with three echelons: suppliers, a central manufacturer, and retailers. The model minimizes total cost and carbon emissions while simultaneously maximizing the share of products made with certified green processes, capturing economic, environmental, and social pillars of sustainability. Government policy is represented through two distinct incentives: a per-unit subsidy for green production and a per-use subsidy for alternative fuel vehicles, both directly reducing relevant costs in the decision space. For scalability, a tailored non-dominated sorting genetic algorithm II (NSGA-II) is developed and benchmarked against …


A Novel Robust Optimization Approach For Supply Chain Resilience: The Role Of Flexibility And Collaboration, Seyed Ashkan Hosseini Shekarabi, Reza Kiani Mavi, Neda Kiani Mavi, Flavio Romero Macau, Sobhan (Sean) Arisian Sep 2025

A Novel Robust Optimization Approach For Supply Chain Resilience: The Role Of Flexibility And Collaboration, Seyed Ashkan Hosseini Shekarabi, Reza Kiani Mavi, Neda Kiani Mavi, Flavio Romero Macau, Sobhan (Sean) Arisian

Research outputs 2022 to 2026

Supply chains are increasingly vulnerable to disruptive events that impair performance and stability. Despite research on supply chain resilience, a significant gap remains in risk management approaches on how to simultaneously minimize expected costs and control extreme cost variations. Existing methods neglect to narrow the gap between worst-case and best-case outcomes and to quantify the economic benefit of enhanced information in decision-making under uncertainty. This gap underscores the need for an integrated robust optimization framework that balances expected cost and risk while incorporating the assessment of novel digital technologies. In response, this study proposes a two-stage stochastic mixed-integer nonlinear programming …