Operations and Supply Chain Management Commons^™

Smartstock, Enzo Jaques

Posters - 2026

SmartStock is a mobile application designed to help small business owners efficiently manage inventory and track sales in real time. Many small businesses rely on manual tracking methods or spreadsheets, which can lead to errors, lost data, and inefficient operations. SmartStock addresses this problem by providing a simple, mobile-first solution that allows users to manage products, monitor stock levels, and calculate profits instantly.

Purpose:

• Simplify inventory management • Track sales and profit automatically • Provide real-time low stock alerts • Improve decision-making for small businesses

Compliance Supervision And Firm Performance: An Empirical Study On Digital Transformation Of The Pharmaceutical Manufacturing Industry, Jun Ma

Dissertations and Theses Collection (Open Access)

The biopharmaceutical industry, characterized by stringent global regulatory oversight, faces a pivotal theoretical tension regarding the nexus between regulatory compliance and corporate performance. The traditional perspectives often frame compliance as an “operational burden”, while the emerging viewpoints posit it as a “strategic asset”. Grounded in an integrated framework of the Resource-Based View (RBV) and Dynamic Capability (DC), this study investigates the moderating role of digital transformation in the relationship between Good Manufacturing Practice (GMP) compliance and corporate performance.

Employing a mixed-method design, this paper conducted two complementary studies. Study 1 adopted a grounded theory based on interviews with nine industry …

Using Ai-Based Predictive Scheduling To Improve Patient Flow And Reduce Wait Times In Healthcare Clinics, Oscar Martinez

Posters - 2026

• Healthcare systems face increasing challenges in patient access and wait times
• Average wait times for specialist care continue to rise, creating:
  • Delays in treatment
  • Reduced patient satisfaction
  • Increased system inefficiencies (Sanford, 2025)
• A major contributor is operational bottlenecks, defined as:
  • Points of congestion that slow or disrupt service flow
• Hospitals typically operate under process layouts, which:
  • Handle diverse patient needs
  • Reduce specialization efficiency
• Contributing factors to bottlenecks:
  • Physician shortages and burnout
  • Administrative burden
  • Inefficient scheduling systems (Moura & Pinho, 2025)
• AI offers potential solutions through:
  • Predictive scheduling
  • Automation of administrative processes
  • Data-driven optimization of patient flow

Optimizing Retail Grocery Inventory Using Ai And Large Language Models: Evidence On Forecast Accuracy, Waste Reduction, And Cost Efficiency, Robert Miller, Stephen Garcia, Brandon Ermis

Posters - 2026

Aim: To evaluate how AI and LLMs improve forecasting accuracy, reduce waste, and enhance inventory decision-making

The Roles Of The Human Resources Management Director And Their Impact On Entrepreneurial Training:An Analytical Study At The Ministry Of Labor And Social Affairs, Ali Abd Al-Salam Abd Al-Daem

Muthanna Journal of Administrative and Economics Sciences

The research problem lies in the weak level of entrepreneurial training in Iraqi ministries despite the importance of the strategic roles of human resources management. The research gap is represented by the scarcity of empirical studies that measure the relative impact of the roles of the HR manager (according to Ulrich’s model) in activating entrepreneurial training within the Iraqi public sector environment. Accordingly, this study aims to analyze the relationship between the roles of the Human Resources Management Director—as a strategic partner, administrative expert, developmental supporter, and change agent—and their impact on activating entrepreneurial training at the Ministry of Labor …

The Economic Impacts Of Climate Change And External Shocks On Tourism Demand In The Kurdistan Region Of Iraq: Econometric Modeling For The Period (2007–2023), Asst. Prof. Dr. Khadeeja Qader Same, Asst. Prof. Dr. Aswad Qadir Ahmed

Muthanna Journal of Administrative and Economics Sciences

This study aims to Analysis of the Economic Impacts of Climate Change and External Shocks on Tourism Demand in the Kurdistan Region for the Period (2007-2023), utilizing a rigorous econometric methodology that includes unit root tests, Granger causality, and the Autoregressive Distributed Lag (ARDL) model to verify long-term equilibrium relationships through the Bounds Test. The results revealed a “developmental paradox,” where tourism demand grows annually by 18.51% despite a steady rise in temperatures, a decline in rainfall by approximately 3.15 mm per year, and an increase in dust storms. The econometric modeling proved that every unit increase in temperature inflicts …

The Impact Of Corporate Governance Practices On Enhancing The Quality Of Financial Reporting: An Applied Study On A Sample Of Commercial Banks Listed On The Iraq Stock Exchange, Ahmed Hashem Sakr

Muthanna Journal of Administrative and Economics Sciences

This study examines the impact of corporate governance practices on the quality of financial reporting in a sample of commercial banks listed on the Iraq Stock Exchange. Motivated by the increasing need for transparency and reliability in financial information within the Iraqi banking environment characterized by regulatory challenges and economic instability the research investigates how key governance mechanisms contribute to enhancing the credibility and accuracy of financial reports. The study focuses on three core governance indicators: board size, board independence, and audit committee activity, in addition to relevant control variables reflecting firm characteristics.Employing panel data analysis and fixed-effects regression models, …

His Role In Government Investment In Economic Development Services In Iraq, Hatem Jabr Atshan

Muthanna Journal of Administrative and Economics Sciences

This study aims to shed light on the reality of government investment spending in Iraq by analyzing its indicators and estimating the government investment spending index and its impact on economic growth for the period 2004-2024, based on theoretical and applied frameworks. The study concluded that the contribution of investment spending to GDP was determined to be between (5.7%) and (69.6%), with an average rate of (17.75%), indicating government involvement in socio-economic fields. There is no financial approach worldwide that reduces the scope of public spending in favor of investment spending in a way that leads to increased economic growth.

Integrated Reporting And Its Role In Enhancing The Reliability Of Financial Reports: The Mediating Role Of Digital Transformation Technology: A Field Study, Mohammed Jumaah Kareem Sajet Al-Barki, Qasim Mohammed Abdullah, Majid Gazi Hasan, Ali Awadh Atshan

Muthanna Journal of Administrative and Economics Sciences

The primary objective of the research is to demonstrate the impact of Integrated Reporting on enhancing the reliability of financial reports through the adoption of digital transformation technology, and to provide the cognitive foundations regarding Integrated Reporting and the reliability of financial reports. The research focused on the community of commercial companies listed on the Iraq Stock Exchange, with the sample limited to seven (7) companies according to specific criteria, as they are listed on the exchange and possess externally audited financial reports. These companies did not experience any mergers during the research period, which allowed for the completion of …

Exploring The Impact Of Psychological Hardiness On Career Prosperity: An Analytical Study Of The Opinions Of Employees Of The Ministry Of Migration And Displacement/Najaf Governorate Branch, Mustafa Hasan Kareem Al-Hamami

Muthanna Journal of Administrative and Economics Sciences

This study aims to explore the impact of psychological hardiness on career well-being among employees of the Ministry of Migration and Displaced Persons – Najaf Al-Ashraf Branch, with a focus on how psychological hardiness contributes to enhancing employee welfare and improving professional performance. The study adopted a descriptive- analytical approach, where data were collected and analyzed to determine the relationship between the variables. The study population included all employees of the Ministry – Najaf Al-Ashraf Branch, and a random sample of 100 employees was selected to ensure adequate representation of different departments and job categories. A standardized questionnaire measuring psychological …

Work Environment Quality And Its Relationship To Job Satisfaction In The Kirkuk Education Directorate, Ahmed Abd Saleh

Muthanna Journal of Administrative and Economics Sciences

The study aimed to examine the relationship between the quality of the work environment in its dimensions (teamwork, improvement of working conditions, and motivation) and the achievement of job satisfaction among the employees of Kirkuk Directorate of Education, with a focus on the extent to which the elements of the work environment affect the level of satisfaction and organizational commitment. The study population consisted of 970 employees of the directorate, from which a random sample of 100 employees from various departments and job levels was selected as the study sample. The majority of the sample were male, with work experience …

Analyzing The Impact Of Applying Ipsas 42 On Social Benefits In Enhancing Reporting Quality And Promoting Financial Sustainability, Burhan Hussein Khalaf Al-Rawi, Hasan Saleh Yusuf Al-Bajari

Muthanna Journal of Administrative and Economics Sciences

The study aims to explore the impact of applying IPSAS 42 on social benefits in enhancing the efficiency of financial reporting and strengthening the sustainability of financial capabilities within Iraqi government institutions. The study objectives were achieved by examining the nature and objectives of IPSAS 42, assessing the current state of disclosure of social benefits in government financial reports, and measuring the extent to which the social benefits standard contributes to promoting financial sustainability. The study relied on secondary financial data from a set of Iraqi government entities, including current expenditures, capital/investment expenditures, oil revenues, non-oil revenues, fiscal deficit, and …

The Impact Of Earnings Volatility On Debt Financing: A Study On A Sample Of Iraqi Banks, Ali Ayyd Al Jbori, Alaa Abdlzahra Obaid, Mohammed Sadeq Jappar

Muthanna Journal of Administrative and Economics Sciences

This study aims to analyze the impact of earnings volatility on the debt financing structure of Iraqi banks, using an analytical descriptive approach and financial data from a sample of private Iraqi banks listed on the Iraq Stock Exchange for the period (2017-2024). A multiple linear regression model was applied to examine the relationship, while controlling key variables (liquidity ratio and bank size). The results revealed a statistically significant negative impact of earnings volatility on the reliance on debt financing, where increased volatility led to reduced dependence on debt in the capital structure. The study concludes that capital structure decisions …

Human Resource Flexibility And Its Role In Organizational Ambidexterity: An Analytical Study At The General Company For Electrical And Electronic Industries, Hanaa Nassrullah Khamees Alhamadani

Muthanna Journal of Administrative and Economics Sciences

This research aims to analyze the role of human resource flexibility in achieving organizational Ambidexterity at the General Company for Electrical and Electronic Industries. This stems from the importance of flexibility as a fundamental factor enabling organizations to adapt quickly to rapid environmental changes and enhance their competitiveness. The research adopted a descriptive-analytical approach, and data were collected from a random sample of (75) employees working in administrative and technical departments related to the study topic. The independent variable was human resource flexibility with its three dimensions (skill flexibility, behavioral flexibility, and human resource practices flexibility), while the dependent variable …

The Role Of Organizational Resilience In Reducing Organizational Collapse: An Analytical Study Of The Opinions Of A Sample Of Workers In The Tal Afar Education Department, Shuab Ahmed Aziz Al-Mawla

Muthanna Journal of Administrative and Economics Sciences

Purpose: This research aims to study the relationship between organizational resilience (capital resilience, strategic resilience, cultural resilience, learning resilience, and relationship resilience) and organizational breakdown (internal factors, external factors, structural factors, human factors, and financial factors) in the Tal Afar Education Department, Nineveh Governorate. Design/Methodology: Based on stratified random sampling, 400 questionnaires were distributed from a population of 650 to employees of the Tal Afar Education Department. The sample was drawn using Sakran’s (2010) formula. A similar questionnaire was also distributed to principals and assistant principals working in affiliated schools. Of these, 191 questionnaires were deemed valid. The …

Human Talent Management And Its Role In Enhancing The Quality Of Educational Service: An Exploratory Study Of The Opinions Of A Sample Of Supervisors In The General Directorate Of Education Of Nineveh, Ibrahim Khalil Ibrahim Mohammed Al-Hayali

Muthanna Journal of Administrative and Economics Sciences

This research aims to examine the actual role reflected by human talent management, specifically its dimensions (recruitment, performance management, training and development, talent retention), in enhancing the quality of educational service, which includes (the academic background of the teacher, the curriculum, infrastructure and facilities, quality of recruitment, safety and security, development of students’ skills). The research stems from a real problem whose features are embodied in the following question: What is the actual role reflected by the dimensions of human talent management in enhancing the quality of educational service in the researched directorate? Using the descriptive-analytical approach to diagnose and …

The Role Of Digital Governance In Improving The Quality Of Financial Reporting Under Fair Value Measurement In Accordance With International Financial Reporting Standard (Ifrs 13): An Applied Study On Jordanian Banks Listed On The Amman Stock Exchange., Ashraf Hashim Faris Alabdoon

Muthanna Journal of Administrative and Economics Sciences

This study investigates the role of digital governance in enhancing the quality of financial reporting, while examining the mediating effect of fair value measurement under IFRS 13. The study is based on the hypothesis that digital governance practices have a positive impact on improving financial reporting quality within the fair value measurement framework. The empirical analysis focuses on Jordanian commercial banks listed on the Amman Stock Exchange over the period 2017–2024. Data were collected from published annual financial reports to construct a dataset suitable for statistical analysis and to bridge theoretical concepts with practical applications in the banking sector. The …

Blockchain Technology As A Tool To Enhance Information Security Elements In The Government Organizations Sector: An Exploratory Study In The Nineveh Governorate Traffic Directorate, Saif Khalid Zakaria

Muthanna Journal of Administrative and Economics Sciences

Purpose: The objective of this study is oriented to investigate what are the determinant features of Blockchain Technology (BCT) that contribute in boosting ISE factors in governmental institutions. The research work is grounded on referring to the most popular features of Blockchain (BC) in enhancing the core and supportive (ISE). Research Design/ Methods and approach: The data for this research was based on a crosssectional and correlational survey (95 responses were finally analyzed). The collected data were first analyzed using SPSS v.26 and then through variance based structural equation modeling (SEM; Smart PLS v.4) for assessing validity and …

The Impact Of Green Lean Manufacturing On Sustainability Dimensions: An Analytical Study Of Opinions A Sample Of Employees At The National Home Furniture Manufacturing Company, Rana Salim Mataab

Muthanna Journal of Administrative and Economics Sciences

This study aims to determine the extent of the association and impact of green lean manufacturing practices on the dimensions of sustainability (economic, social, and environmental) from the point of view of individuals working in national companies for the manufacture of home furniture. To achieve this goal, a questionnaire was designed according to a five-point Likert scale. In July 2024, using the cross-sectional studies approach, (213) responses that could be analyzed statistically were collected from the study sample. These data were analyzed using two software packages: (AMOSv24) and (SPSSv26). The results indicate that green lean manufacturing practices are associated with …

Green Value Chain Analysis And Its Role In Improving Resource Allocation Decisions: A Case Study In Diwaniya Dairy Factory, Ail Abdul-Hussein Hani Al-Zameli, Nabaa Duaa Fakher

Muthanna Journal of Administrative and Economics Sciences

The purpose of this study is to justify the role of The green value chain as a modern technique of management accounting in facilitating investment decisions and optimizing the effectiveness in resources utilization at industrial units. The premise underlying the study is that green value serves as a frame of reference for analysing activities, which in turn allows to separate value-adding from non-value adding ones, leading to cost reduction and environmental soundness. Management is also not about finding faults for waste and allocating funds, it's all about tapping new ways of creating value by eliminating non-value adding activities. The deductive …

Application Of A Fuzzy Multi-Objective Defuzzification Method To Solve A Multi-Modal Transportation Problem, Qusay H Khalaf, Khalid Zeghaiton Chaloob

Muthanna Journal of Administrative and Economics Sciences

Multi-modal transportation systems are the logistics networks for global economy. Transportation systems are fraught with uncertainties that hinder the traditional deterministic models reaching the optimal performance. The main obstacle for traditional deterministic models is the uncertainties (e.g., fuel prices volatility, inaccurate transit-times prediction, and evolving environmental regulations). This paper proposes a novel method of fuzzy multi-objective defuzzification. It integrates a modified center of gravity (COG) technique with multi-objective linear programming (MOLP) to address the uncertainty challenges. Triangular fuzzy numbers and partitioning to sud-intervals generated crisp solutions to balance conflicting objectives: cost, time, and environmental sustainability. A four transportation-mode used as …

Ai-Scm Cmm: A Capability Maturity Model For Artificial Intelligence Integration In Supply Chain Management, Lordt Becklines, Omar F. El-Gayar, Patti Brooks, Insu Park

Annual Research Symposium

Artificial intelligence is increasingly deployed in supply chain management, yet many organizations struggle to align adoption efforts with process readiness, data quality, governance, and workforce capabilities, and they still lack validated supply chain specific roadmap for assessing readiness, sequencing investments, and reducing implementation risk. This study develops and evaluates a Capability Maturity Model for Artificial Intelligence Integration in Supply Chain Management to address that gap. Using a design science research approach, the study synthesizes prior literature and practitioner knowledge to define maturity dimensions, capability indicators, and staged progression levels for AI integration in supply chain contexts. The artifact and assessment …

Optimizing Warranty Policies For Remanufactured Products: When Should They Be Longer, Shorter, Or Identical To New Product Warranties?, Kunpeng Li, Jun-Yeon Lee

Faculty Publications

Manufacturers adopt different warranty strategies for remanufactured products, offering shorter, identical, or longer warranty periods compared to new products. However, prior research has only focused on manufacturers offering either shorter or identical warranties. In addition, the existing literature has not captured the diminishing returns of warranties, i.e., as the warranty coverage increases, its incremental benefits begin to decrease but the costs continue to increase. To address these gaps, we develop an optimization model that jointly considers pricing and warranty decisions while accounting for warranty’s diminishing effect on consumer’s willingness to pay for remanufactured products. We show that all three observed …

How Do Monetary Incentives Affect Prosocial Behavior Among Gig Workers?—Behavioral Experiments Based On Flashex, Peng Xue

Dissertations and Theses Collection (Open Access)

The gig economy has reshaped labor markets. Motivating mobile, loosely contracted gig workers to engage in prosocial behavior is critical for platform governance. This paper uses a randomized field experiment on FlashEx in comparable Chinese cities to examine how monetary incentives affect delivery workers’ prosocial behavior and related economic outcomes.

The main findings of this study are as follows. First, monetary incentives significantly promote gig workers’ prosocial behavior, effectively increasing both the likelihood and frequency of their participation in altruistic acts. This effect is primarily driven by the “instrumental value” mechanism in the gig economy: the platform’s gold coin rewards, …

Joint Capacity Allocation And Job Assignment Under Uncertainty, Peng Wang, Yun Fong Lim, Gar Goei Loke

Research Collection Lee Kong Chian School Of Business

We study a multi-period joint capacity allocation and job assignment problem. The goal is to simultaneously allocate resources across J different supply nodes and assign jobs from I different demand origins to these J supply nodes, so as to maximize the reward for matching or minimize the cost of failure to match. We consider three features: (i) supply is replenishable after some random time, (ii) demand is random, and (iii) demand can wait and needs not be fully fulfilled immediately. Such problems emerge in many service management settings such as fleet re-positioning for car-sharing, and patient management in healthcare. We …

Expanding Waste Segregation Initiatives To Reduce Regulated Medical Waste: A Multi-Departmental Quality Improvement Project, Emily M. Su, Anuja L. Sarode, Mohammed Sami, David R. Nehring, Erica L. Laipply, Mustafa Culcuoglu

HCA Healthcare Journal of Medicine

Background

Regulated medical waste (RMW) drives up health care costs, largely due to misclassification of general waste, especially in operating rooms (ORs), intensive care units (ICUs), and obstetrics and gynecology (OBGYN) departments. This study aimed to reduce RMW volume and costs at Akron City Hospital (ACH) through department-specific interventions aligning with Occupational Safety and Health Administration (OSHA) and Ohio Environmental Protection Agency guidelines.

Methods

Periodic analyses compared hospital-wide aggregate RMW volume, pick-up frequency, and disposal costs before and after interventions. The ORs initiated interventions in October 2022, expanding to ICUs and OBGYN by February 2024. Strategies included staff education, flyers …

A Capability Maturity Model For Artificial Intelligence Integration In Supply Chain Management, Lordt Becklines

Dissertations

Artificial Intelligence (AI) is transforming Supply Chain Management (SCM), yet many organizations struggle to assess their readiness for AI adoption and to understand how AI capabilities develop across maturity stages. This dissertation addresses this gap by developing a Capability Maturity Model (CMM) for AI integration in SCM, grounded in Organizational Information Processing Theory (OIPT), the Resource-Based View, and related capability frameworks. The model provides a structured approach for evaluating an organization's information-processing requirements, resource configurations, and alignment needed for effective AI-enabled supply chain operations.

Using a design science research approach, the AI-SCM CMM and its associated assessment instrument were derived …

The Role Of Stakeholder Management In The Adaptive Reuse Of Historic Buildings: Balancing Social, Economic, And Community Interests, Karina G. Iavarone

Harrisburg University Dissertations and Theses

The adaptive reuse of historic buildings has emerged as a vital strategy for sustainable urban development. While such projects can preserve cultural heritage, revitalize communities, and stimulate economic growth, they often face significant challenges due to competing stakeholder priorities. The central problem addressed in this study is the lack of effective stakeholder management in adaptive reuse initiatives, which can result in project delays, inflated costs, and outcomes that overlook social sustainability.

The purpose of this qualitative, descriptive study was to explore how stakeholder management practices influence the success of adaptive reuse projects by balancing social, economic, and community interests. Three …

Using Artificial Intelligence To Mitigate Bottlenecks In Last-Mile Logistics: A Developing Country Perspective, Marvel S. Ogah, Comfort Ademola, Gregory Asiegbu

International Journal of Applied Management and Technology

The digital revolution of the logistic value chain has improved critical aspects of the global supply chain, especially in the aspect of last-mile logistics (LML). Bottlenecks, however, such as delays in deliveries, increased lead times, pollution, poor cost management, and tracking issues, among several others, plague the logistics operations in developing countries. Artificial intelligence (AI) can help mitigate these bottlenecks toward delivering incremental value to the end customers. This paper investigates the extent to which AI has been adopted in the logistics value chain in developing countries using a descriptive approach. Quantitative data were collected from 290 logistics and e-commerce …

Uncertain Search With Knowledge Transfer, Woonghee Tim Huh, Michael Jong Kim, Meichun Lin

Research Collection Lee Kong Chian School Of Business

We consider a sequential search over a group of similar alternatives. The individual value of an alternative contains two components, an observable utility and an idiosyncratic value. Observable utilities share an unknown population distribution, which captures the similarity across the alternatives and allows for knowledge transfer within the group. Once a decision maker encounters an alternative, its utility is revealed immediately, whereas the idiosyncratic value is unobservable and needs to be learned by sampling. The goal is to select an alternative with the highest individual value while accounting for the sampling and search costs. A novel feature of this problem …