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Full-Text Articles in Marketing

Interpretive Flexibility And The Social Construction Of Generative Ai In Education: A Scot Analysis, Elham Mousavidin, Sujin K. Horwitz Sep 2026

Interpretive Flexibility And The Social Construction Of Generative Ai In Education: A Scot Analysis, Elham Mousavidin, Sujin K. Horwitz

Southwestern Business Administration Journal

The rapid rise of generative artificial intelligence (GenAI) tools has intensified discussions about their role in education. This study uses the Social Construction of Technology (SCOT) framework to explore how educational stakeholders interpret GenAI and how these interpretations influence its development and adoption. Through an interpretive literature review of research published between 2021 and 2025, we examine stakeholder perspectives using SCOT constructs, including relevant social groups, interpretive flexibility, technological frames, and controversies. Results identify three main interpretive tensions shaping current debates: transformational force versus transactional tool, cognitive augmentation versus cognitive atrophy, and digital empowerment versus digital enslavement. These tensions show …


People Orientation And Thing Orientation In Business Majors: Implications For Assessing The Impacts Of Cross-Functional Business Program Curricula, Todd J. Hostager, David A. Christopher, Kristy J. Lauver, Christopher Knowles Sep 2026

People Orientation And Thing Orientation In Business Majors: Implications For Assessing The Impacts Of Cross-Functional Business Program Curricula, Todd J. Hostager, David A. Christopher, Kristy J. Lauver, Christopher Knowles

International Journal for Business Education

Background/Introduction/Purpose:  Prior research documented significant differences in people orientation and thing orientation (PTO) based on type of major and sex.  This study examines a set of measures for helping business programs to assess whether they are producing graduates equipped to consider both people and things when making decisions, regardless of their major or sex.

Methods/Design:  Students in a strategic management capstone course spent a single 75-minute session responding to a brief new venture pitch by identifying what types of additional information they would need to decide whether to invest in the business.  Three Likert-scaled options gauged the extent to participant …


How Does An Advanced Educator Utilize Digital Language Teaching And Learning By Integrating Linguistic, Cultural, And Business Life Perspectives?, Hely Westerholm, Pirjo Takanen-Körperich, Ph.D. Jul 2026

How Does An Advanced Educator Utilize Digital Language Teaching And Learning By Integrating Linguistic, Cultural, And Business Life Perspectives?, Hely Westerholm, Pirjo Takanen-Körperich, Ph.D.

International Journal for Business Education

This paper explores advanced educators’ digital working capabilities in online language teaching, with a particular focus on sharing Finnish language and culture in a foreign context. Cultural and linguistic knowledge play a significant role in enhancing students’ motivation to study foreign languages. In today’s educational environment, digitalisation and globalisation exert an increasing influence on foreign language teaching and learning.

The digital learning environment has brought about a paradigm shift in foreign language didactics. Digital language learning is both challenging and holistic in nature. Continued foreign language learning is simultaneously an individual and a social process, as digital learning cultures impose …


How Grades Changed Before, During And After Covid-19 In A Business College, Douglas R. Moodie, Alison Keefe, Robin Cheramie Jul 2026

How Grades Changed Before, During And After Covid-19 In A Business College, Douglas R. Moodie, Alison Keefe, Robin Cheramie

International Journal for Business Education

Purpose: This study examines how undergraduate business student grades changed before, during, and after the COVID-19 pandemic using a large institutional dataset from a business college in a US university between 2015 and 2024.

Method: The analysis includes over 390,000 student-course observations and incorporates instructional modality, student demographics, course characteristics, and prior academic performance.

Results: Results show a substantial increase in mean course grades during the COVID-19 period, followed by a partial reversion post-pandemic to levels that remain above pre-pandemic trends. These patterns are consistent across modalities, demographics, and departments.

Implications: The findings raise important questions regarding the interpretation of …


Demystifying Team Creation, Kelly G. Atkins, Michelle S. Freeman May 2026

Demystifying Team Creation, Kelly G. Atkins, Michelle S. Freeman

Atlantic Marketing Association Proceedings

No abstract provided.


Manufacturing Process Of A Wooden Tortilla Press: Idea To Production, Olivia R. Marque May 2026

Manufacturing Process Of A Wooden Tortilla Press: Idea To Production, Olivia R. Marque

Honors Theses

The purpose of this thesis is to document the design, development, and manufacturing of a wooden tortilla press completed as a capstone project through the Center for Manufacturing Excellence (CME). Following the technical details of this thesis is a personal reflection by one team member, Olivia Marque. The project follows a structured product development process that begins with problem definition and concept development, progresses through design, prototyping, and jig fabrication, and culminates in a full production run on the CME shop floor. A multidisciplinary team, including engineers, a marketer, and an accountant, collaborates throughout the project to support both technical …


The Influence Of Digital Audit Capability On Tax Compliance In Tanzania, Henry Zeno Chalu, Daudi Deokari Mtena May 2026

The Influence Of Digital Audit Capability On Tax Compliance In Tanzania, Henry Zeno Chalu, Daudi Deokari Mtena

Business Management Review

The research evaluates the effects of digital audit capacity on tax compliance in Tanzania, focusing on challenges such as tax avoidance and administrative inefficiency. It applies the Task-Technology Fit Theory and Deterrence Theory in tax audit to examine the relationship between digital audit capability and tax compliance. The findings show that digital audit capability has significantly enhanced tax compliance through data integrity, security, and analytical capability. These features minimize misreporting, secure financial information, and build trust while uncovering predictive insights. The current study also has implications for tax policy by highlighting the promise of digital audit capability in enhancing both …


Digital Transformation And Adaptive Capacity Of Banks In Tanzania: The Mediating Effect Of Knowledge Sharing, Sospeter Muchunguzi, Ulingeta O. L. Mbamba, Victor G. Wilson May 2026

Digital Transformation And Adaptive Capacity Of Banks In Tanzania: The Mediating Effect Of Knowledge Sharing, Sospeter Muchunguzi, Ulingeta O. L. Mbamba, Victor G. Wilson

Business Management Review

Amid rising competition and uncertainty, banks are increasingly adopting digital technologies to sustain adaptive capacity and competitiveness. This study examines the mediating effect of knowledge sharing in the influence of digital transformation on adaptive capacity. Drawing on an integrative theoretical framework combining the Dynamic Capability Theory, the Affordance Theory and the Adaptive Structuration Theory, a deductive approach was used, involving a sample size of forty-three (43) banks in Tanzania. Data were collected using a questionnaire administered through a drop-off and pick-up-later method and analyzed with PLS-SEM using SmartPLS software. We found that digital transformation of customer touchpoints makes banks more …


Embeddedness Of Corporate Social Responsibility Practices Of Listed Local Firms In Tanzania: Analysis Of Communication And Organisation Dimensions, Lilian Julius Kishimbo May 2026

Embeddedness Of Corporate Social Responsibility Practices Of Listed Local Firms In Tanzania: Analysis Of Communication And Organisation Dimensions, Lilian Julius Kishimbo

Business Management Review

This study explores the embeddedness of Corporate Social Responsibility (CSR) practices among listed Tanzanian firms from 2020 to 2024, focusing on both communication and organisational dimensions within a theoretically grounded framework. The study is guided by Institutional and Stakeholder theories, analysing how CSR is integrated into corporate strategies and operational structures, with particular emphasis on variation across banking and finance, telecommunications, manufacturing, extractive, agriculture, and transport industries. Using a mixed-methods approach combining qualitative content analysis of annual reports with organisational indicators, the study draws on 20 firms (95 firms annual reports) to identify significant industry-specific differences in CSR embeddedness, with …


Unpacking The Nexus Between Financial Inclusion And Tax Compliance In Tanzania, Sarah Senso, Henry Zeno Chalu, Cosmas Renatus Masanja May 2026

Unpacking The Nexus Between Financial Inclusion And Tax Compliance In Tanzania, Sarah Senso, Henry Zeno Chalu, Cosmas Renatus Masanja

Business Management Review

The study examined the influence of financial inclusion and tax compliance in Tanzania, focusing on access to financial services, quality of financial services, and usage of financial services. Guided by the positivist philosophy, the study employed a deductive approach utilizing the supply-leading theory and economic deterrence theory as the guiding frameworks. A cross-sectional survey design was employed, and multistage sampling was employed to obtain a sample of 386 bank agents by using a multistage sampling method. The study used primary data that was collected through structured questionnaires, which contained closed-ended questions measured on a 7-point Likert scale, and analyzed data …


External Mandate And Strategic Imperative: A Necessary And Sufficient Conditions Approach To Environmental Accounting Adoption In Tanzanian Manufacturing Firms, James Moses Dendula, Helena Thomas Haule May 2026

External Mandate And Strategic Imperative: A Necessary And Sufficient Conditions Approach To Environmental Accounting Adoption In Tanzanian Manufacturing Firms, James Moses Dendula, Helena Thomas Haule

Business Management Review

Environmental Accounting (EA) serves as a strategic tool for organisations to integrate environmental considerations into operations, decision-making, and reporting. However, in emerging economies, its adoption remains uneven and insufficiently explained regarding how institutional pressures and internal capabilities jointly shape these practices. This study examines how institutional pressures and firms’ internal capabilities influence Environmental Accounting Practices (EAP) among 146 Tanzanian manufacturing firms. Anchored in Institutional Theory and the Resource-Based View (RBV), the study adopts a complementary analytical approach by integrating sufficiency and necessity logics using Partial Least Squares Structural Equation Modelling (PLS-SEM) and Necessary Condition Analysis (NCA). The PLS-SEM results indicate …


The Influence Of Financial Literacy On The Financial Behavior Of Students In The Higher Learning Institutions In Tanzania, Lisa John Baltazar, Evelyn Mweta Richard May 2026

The Influence Of Financial Literacy On The Financial Behavior Of Students In The Higher Learning Institutions In Tanzania, Lisa John Baltazar, Evelyn Mweta Richard

Business Management Review

This study examines how financial literacy influences financial behavior as measured by spending, saving and investment and borrowing behavior of university students. The study was informed by the theory of planned behavior. Explanatory research design was used to test the research hypothesis. Data was collected through using a structure questionnaire which was administered both physically and online.  446 random selected students across Universities in Tanzania participated in the study, and simple linear regression analysis was used to establish the effect of financial literacy on financial behavior.  It was established that majority of the students are considered financially illiterate. However, the …


Perceived Fiscal Exchange And Tax Compliance: Evidence From Large Corporate Taxpayers In Tanzania, Susan Kiyenze, Mariam Nchimbi, Said Suluo May 2026

Perceived Fiscal Exchange And Tax Compliance: Evidence From Large Corporate Taxpayers In Tanzania, Susan Kiyenze, Mariam Nchimbi, Said Suluo

Business Management Review

This paper examines the relationship between perceived fiscal exchange (PFE) and Tax Compliance (TCO) among large corporate taxpayers in Tanzania while drawing on the Fiscal Exchange Theory (FET). The study on which this paper is based employed a quantitative research design and analysed data using Partial Least Squares Structural Equation Modelling (PLS-SEM) with a sample of 215 large corporate taxpayers in Tanzania. We find that the FET framework has modest explanatory and predictive power. Perceived Fiscal Exchange (PFE) has an insignificant effect on tax compliance of large corporate taxpayers. This suggests that perceptions of fiscal exchange do not necessarily drive …


The Push-Pull Model's Function In Understanding Public Sector Workers' Inter-Organisational Labour Mobility: The Views Of The Herzberg Two-Factor Theory, Rosemary Selestine Massae May 2026

The Push-Pull Model's Function In Understanding Public Sector Workers' Inter-Organisational Labour Mobility: The Views Of The Herzberg Two-Factor Theory, Rosemary Selestine Massae

Business Management Review

In the modern world, one of the challenges managers have in maintaining their talented staff is labour mobility. Inter-organisational labour mobility (ILM) has been found to be significantly influenced by co-worker relationships, work-family conflict, monetary compensation, and training and development. The pull-push paradigm was inspired by human migration. Since migration not only symbolises movement across physical locations but also encompasses other routine duties, theory is essential to comprehending ILM. However, to date, no existing study has tested the model under the influence of Herzberg’s Two-factor Theory, in explaining ILM uses the public sector as a major setting of the question …


The Impact Of Quantum Computing And Distributed Ledger Technology On Accounting/Auditing/Finance Systems, Ulingeta O. L. Mbamba May 2026

The Impact Of Quantum Computing And Distributed Ledger Technology On Accounting/Auditing/Finance Systems, Ulingeta O. L. Mbamba

Business Management Review

The integration of Quantum Computing (QC) and Distributed Ledger Technology (DLT) is poised to fundamentally reshape modern accounting by transforming how financial data is processed, secured, and verified. QC, utilising qubits, will exponentially enhance data analytics, risk assessment, and real-time financial forecasting, accelerating complex auditing tasks far beyond the capabilities of classical systems. In parallel, DLT, such as blockchain, provides a decentralised, immutable record of transactions, significantly increasing transparency and trust. This synergy may enable real-time analysis, continuous auditing, and intelligent automation, converting traditional static, centralised processes into dynamic, transparent ecosystems. Together, this convergence may redefine accounting, auditing, and finance, …


Horizontal Collaboration Practices And Operational Performance Of Smallholder Farmer Groups In Horticultural Supply Chain, Herieth J. Rogath, Juma James Masele, Gerald Magova Apr 2026

Horizontal Collaboration Practices And Operational Performance Of Smallholder Farmer Groups In Horticultural Supply Chain, Herieth J. Rogath, Juma James Masele, Gerald Magova

Business Management Review

Collaboration has increasingly been recognized as a strategic approach for enhancing performance. However, limited attention has been given to the relationship between horizontal collaboration practices and the operational performance of horticultural smallholder farmer groups in downstream supply chains. This study examined this relationship through the lens of Social Exchange Theory. Data were collected using self-administered questionnaires from 195 smallholder horticultural farmer groups across the southern highlands of Tanzania, including Mbeya, Iringa, Njombe, and Songwe regions. Analysis was conducted using Partial Least Squares Structural Equation Modelling (PLS-SEM) with SmartPLS 4.0. The findings reveal that all collaboration practices improve operational performance; resource …


A Forgotten Tool? Intellectual Property Rights And The Competitive Potential Of Micro, Small, And Medium-Sized Enterprises In Tanzania, Saudin J. Mwakaje Apr 2026

A Forgotten Tool? Intellectual Property Rights And The Competitive Potential Of Micro, Small, And Medium-Sized Enterprises In Tanzania, Saudin J. Mwakaje

Business Management Review

This article offers a hybrid assessment of law and its impact on business by examining how intellectual property rights (IPR) promote business competitiveness by granting enterprises exclusive statutory rights over their innovations and creative ideas. The article situates the discussion in the Tanzanian context and focuses on Micro, Small, and Medium-Sized Enterprises (MSMEs). Using a qualitative approach, the discourse examines ongoing national and continental reforms and the evolving business and market environment that are driving MSMEs to adopt innovation to achieve market control and sustainability. Recent continental and regional regulatory developments, including the adoption of the Agreement on African Continental …


From Awareness To Action: Exploring The Behavioral Gap In Green Computing Among Surveyed University Students In Tanzania, Victor G. Wilson Apr 2026

From Awareness To Action: Exploring The Behavioral Gap In Green Computing Among Surveyed University Students In Tanzania, Victor G. Wilson

Business Management Review

As digital technologies become increasingly embedded in higher education, promoting environmentally responsible computing practices has become an important sustainability and management concern. This study applies the Norm Activation Model (NAM) to examine green computing behavior among university students in Tanzania. Drawing on responses from 868 students across science, education, and business programs, the study investigates how Awareness of Consequences, Ascription of Responsibility, and Personal Norms influence green computing behaviors. Hierarchical regression analysis was used to assess both the explanatory power of the NAM variables and the selective moderating roles of gender and academic program. Findings reveal that both awareness and …


The Role Of Board Effectiveness In Shaping The Influence Of Esg Disclosures On Financial Performance: The Case Of Tanzanian Listed Companies, Emmanuel Christopher Apr 2026

The Role Of Board Effectiveness In Shaping The Influence Of Esg Disclosures On Financial Performance: The Case Of Tanzanian Listed Companies, Emmanuel Christopher

Business Management Review

This study examines the moderating role of board effectiveness in the relationship between environmental, social, and governance (ESG) disclosures and the financial performance of firms listed on the Dar es Salaam Stock Exchange (DSE) in Tanzania. Drawing on stakeholder and agency theory perspectives, the study posits that ESG disclosures create value for stakeholders while effective boards enhance oversight and ensure that sustainability initiatives translate into firm performance. Using secondary data from firms’ annual reports for 2016–2024 (198 firm–year observations), the study applies random effects panel regression guided by the Hausman test. Robustness checks were performed using an alternative financial performance …


Your Money, Your Message, Ella Rosebrook Apr 2026

Your Money, Your Message, Ella Rosebrook

Honors Projects

The Your Money, Your Message pamphlet offers a basic overview of personal finance and personal branding to act as a guide for young adults looking to further their knowledge in these areas. It gives beginner-level guidance in budgeting, tracking spending and saving habits, filing taxes with a CPA, a brief description of common payroll taxes, and personal branding. It is important for individuals entering the workforce to be knowledgeable in these areas no matter what their major is, as these skills will bring about a positive impact for anyone. Developing healthy personal finance habits and a strong personal brand is …


Accounting For Non-Monetary Exchange: A Systematic Review Of Barter Literature From Colonial Ledgers To Digital Economies, Christian Timotius Peilouw, Unti Ludigdo, Imam Subekti, Yeney Widya Prihatiningtias Apr 2026

Accounting For Non-Monetary Exchange: A Systematic Review Of Barter Literature From Colonial Ledgers To Digital Economies, Christian Timotius Peilouw, Unti Ludigdo, Imam Subekti, Yeney Widya Prihatiningtias

Markets, Globalization & Development Review

Non-monetary exchange systems persist throughout human history, challenging assumptions about monetary dominance and revealing fundamental limitations in conventional accounting frameworks. This systematic literature review examines how accounting practices adapt to and shape non-monetary exchange across diverse historical and contemporary contexts, investigating patterns in accounting practices, challenges to conventional theory, and implications for economic resilience. Following PRISMA guidelines, the review analyzed 28 peer-reviewed articles from 1979 to 2025 identified through Scopus database searches combining barter-related and accounting terms. The analysis reveals four major themes: historical foundations showing sophisticated proto-banking systems in colonial America that operated without currency; crisis-driven alternatives demonstrating how …


Entrepreneurial Orientation And Performance Of Microfinance Cooperatives: Evidence From Tanzania, Grace Thomas Mori, Omari Khalifa Mbura Apr 2026

Entrepreneurial Orientation And Performance Of Microfinance Cooperatives: Evidence From Tanzania, Grace Thomas Mori, Omari Khalifa Mbura

Business Management Review

Microfinance cooperatives (MFCs) play a key role in socio-economic development, predominantly in developing countries. However, studies focusing on the relationship between entrepreneurial orientation (EO) and the performance of MFCs are limited, particularly in Tanzania. This study was informed by the resource-based view to examine the influence of EO dimensions on the performance of MFCs in Tanzania. Specifically, the study focused on four dimensions of EO namely; innovativeness, proactiveness, risk taking, and competitive aggressiveness behaviours. Data were obtained from 299 stratified sampled managers of MFCs through the administration of a structured questionnaire. In testing this relationship, Partial Least Squares Structural Equation …


Educating For Responsible Ai Governance - Building Interdisciplinary Frameworks For The Management Of Artificial Intelligence, Grace Eboh Mar 2026

Educating For Responsible Ai Governance - Building Interdisciplinary Frameworks For The Management Of Artificial Intelligence, Grace Eboh

Southwestern Business Administration Journal

As Artificial Intelligence (AI) becomes increasingly prevalent across industries, there is a critical need for educational programs that teach effective AI governance and management. This article examines how educational institutions can develop comprehensive curricula to prepare professionals for the complex challenges of overseeing AI systems responsibly. It analyzes current gaps in AI governance education, proposes frameworks for curriculum design, and identifies key competencies required for effective AI stewardship. The findings suggest that successful AI governance education must adopt an interdisciplinary approach that integrates technical literacy, policy understanding, ethical reasoning, and organizational management.


Heartbeats: Sustainable Practices In Business, Natalie Pham, Shareef Awadallah, Lily Lisco, Logan Blissenbach, Nikolaos Verginis Jan 2026

Heartbeats: Sustainable Practices In Business, Natalie Pham, Shareef Awadallah, Lily Lisco, Logan Blissenbach, Nikolaos Verginis

Williams Honors College, Honors Research Projects

HeartBeats Co. LLC is a premier audio and software technology brand that brings renewed character and performance to a stagnant space, revolutionizing the listening experience by engineering a digital music platform and headphones that possess distinct style and exceptional performance. While our team identifies and tracks trends in the market, we strive to establish market trends rather than to follow them. We are a company founded on innovation, redefining the music streaming market by combining the importance of wellness with the latest audio and software technologies and innovative functionalities. This document outlines a ten-year plan for efficient and impactful scaling, …


A Strategic Analysis Of Project Learn Of Summit County, Alex Kennedy, Tyler Hutchinson, Haley Guest, Zach D. Thomas, Lizzie Sisler Jan 2026

A Strategic Analysis Of Project Learn Of Summit County, Alex Kennedy, Tyler Hutchinson, Haley Guest, Zach D. Thomas, Lizzie Sisler

Williams Honors College, Honors Research Projects

Our group is working with Project Learn of Summit County, a GED and ESL assistance program located in the Akron Public Library. Our group will be performing a strategic analysis and providing them with a strategic plan, to be presented to them at the end of the term. We aim to increase awareness for the program, point out areas of growth, and increase functionality.


Design Thinking For Corporate Social Responsibility Program Proposal Creation, Michelle "Mindy" D. Danovaro Jan 2026

Design Thinking For Corporate Social Responsibility Program Proposal Creation, Michelle "Mindy" D. Danovaro

University of the Pacific Theses and Dissertations

This qualitative study used action research to explore how the use of design thinking engaged employees in the creation of a corporate social responsibility (CSR) program proposal in a small- to medium-enterprises (SME) in the Sacramento region of California. The purpose of the study was to assess whether employee participation in a design thinking exercise could improve employee perception of engagement, inclusion, and reciprocity during the CSR program proposal creation. The study was grounded in social exchange theory, stakeholder theory, and design thinking methodologies. The iterative research process followed action research cycles (i.e., plan, act, observe, and reflect) integrated with …


Social Media Marketing And Business Performance Of Small And Medium Fashion Enterprises In Tanzania: The Moderating Role Of Social Media Strategic Capabilities, Pamela Kishimbo, Juma James Masele, Dev Jani Nov 2025

Social Media Marketing And Business Performance Of Small And Medium Fashion Enterprises In Tanzania: The Moderating Role Of Social Media Strategic Capabilities, Pamela Kishimbo, Juma James Masele, Dev Jani

Business Management Review

This study examines the influence of social media marketing (SMM) on the business performance of small and medium fashion enterprises (SMFEs) in Tanzania, with social media strategic capabilities (SMSCs) as a moderating variable in this relationship. The study is grounded in the Uses and Gratification Theory (UGT) and Resource-Based View (RBV). The study used a cross-sectional survey design, collecting data from 397 SMFEs through structured questionnaires. Data were analysed using descriptive statistics and structural equation modelling (SEM). The findings revealed a significant positive relationship between SMM and the business performance of SMFEs in Tanzania. Furthermore, the findings show that SMSCs …


Investigating The Relationship Between Noun Classes And Plant Folk Taxonomy In Chasu Language Of Kilimanjaro Region In Tanzania, Peter Rabson Mziray Nov 2025

Investigating The Relationship Between Noun Classes And Plant Folk Taxonomy In Chasu Language Of Kilimanjaro Region In Tanzania, Peter Rabson Mziray

Journal of Humanities and Social Sciences

The current study investigates the relationship between noun classes and plant folk taxonomy in Chasu (G 22). The study focuses on two objectives: the first objective is to describe the plant folk taxonomy in Chasu and the second objective is to determine the relationship between noun classes and plant folk taxonomy in Chasu. Data were collected from rural villages in Same and Mwanga districts by using free listing, field interviews (jungle-walk-and-identify), and written texts containing Chasu plant names. The findings reveal that Chasu folk taxonomy reflects different ethnobotanical categories; including a unique beginner which is mmea/mimea ‘plant(s)’, and three life …


Factors Influencing Digital Technology Adoption And Use Among Msmes In Indonesia, Andry Manodotua Panjaitan, Niko Sudibjo, Cahya Pulupi Meilani Jul 2025

Factors Influencing Digital Technology Adoption And Use Among Msmes In Indonesia, Andry Manodotua Panjaitan, Niko Sudibjo, Cahya Pulupi Meilani

DLSU Business & Economics Review

The purpose of this study is to see how attitudes toward behavior, subjective norms, and digital technology literacy affect adoption intentions and their impact on digital technology usage behavior in small and medium enterprises in Indonesia. This study used 532 MSME samples and tested them using SEM PLS analysis. The test findings showed that eight proposed hypotheses were accepted, and one was rejected. Digitally literate MSME owners and leaders can increase market awareness and set clear digital transformation goals for their companies. Furthermore, with government support for technology in MSMEs, digital technology is expected to be used not just for …


Decomposing Crowding Out Effect In The Philippines: Leveraging Fiscal Policy To Drive Inclusive Growth, John Paolo R. Rivera, Mary Grace R. Agner, Viory Yvonne T. Janeo, John Angelo F. Cristobal Jul 2025

Decomposing Crowding Out Effect In The Philippines: Leveraging Fiscal Policy To Drive Inclusive Growth, John Paolo R. Rivera, Mary Grace R. Agner, Viory Yvonne T. Janeo, John Angelo F. Cristobal

DLSU Business & Economics Review

Fiscal stimulus programs have substantively kept the Philippine economy afloat during crises and in facilitating recovery. In pursuing steeper growth, there is a tendency to harness fiscal policy at the expense of crowding out private investment and consumption, which defeats the ultimate purpose of such policy. Using time series analysis, we assess the degree of crowding out effect in the Philippines and its implications for the effectiveness of fiscal policy as a macroeconomic stabilization and growth driver tool. Although scholarly literature has used aggregate government spending in probing the existence of a crowding out effect on aggregate investment and consumption …