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Full-Text Articles in Organizational Behavior and Theory

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 …


A Correlational Study Exploring The Influence Of Organizational Climate On Job Satisfaction Of Non-Faculty Staff At Texas Community Colleges, Tamesha M. Hilliard-Daniels Aug 2026

A Correlational Study Exploring The Influence Of Organizational Climate On Job Satisfaction Of Non-Faculty Staff At Texas Community Colleges, Tamesha M. Hilliard-Daniels

Electronic Theses and Dissertations

As U.S. higher education institutions face increasing challenges related to employee morale and retention, understanding the drivers of workplace satisfaction is critical for institutional stability. This research investigates the relationships between organizational climate factors and job satisfaction among staff within Texas community colleges, applying Maslow’s hierarchy of needs and Herzberg’s motivator-hygiene as the theoretical framework. Specifically, this study explores the influence of institutional communication, employee well-being, and organizational mission and pride on staff job satisfaction. Utilizing a quantitative correlational design, the study analyzed secondary data from ModernThink’s Higher Education Insight Survey©. The sample consisted of 2,265 higher education professionals collected …


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 …


How Cultural Homogeneity Couples With Organizational Climate In Public School Environments, Steven R. Peterson Jul 2026

How Cultural Homogeneity Couples With Organizational Climate In Public School Environments, Steven R. Peterson

All-Inclusive List of Electronic Theses and Dissertations

This quantitative study examines how cultural homogeneity influences teachers’ perceptions of school climate in Indiana public schools. Grounded in systems thinking and organizational theory, the study analyzes how shared values and norms shape teachers’ responses to leadership practices and stakeholder demands. Data were collected from educators using the School Culture Survey and a custom scenario-based climate instrument capturing reactions to organizational challenges. Statistical analyses explored relationships between cultural homogeneity and teachers’ perceptions of stability, workload, and adaptive capacity. Results indicate that alignment in key cultural dimensions—particularly Collaborative Leadership—significantly shapes climate experiences, while overall homogeneity alone does not predict workload pressures. …


Overcoming Adversity With Resilience: A Phenomenological Examination Of African American Women Leaders Facing Microaggressions In Corporate Spaces, Dionne Trenise Johnson Jun 2026

Overcoming Adversity With Resilience: A Phenomenological Examination Of African American Women Leaders Facing Microaggressions In Corporate Spaces, Dionne Trenise Johnson

Electronic Theses and Dissertations

African American women leaders in Fortune 500 companies experience persistent challenges of subtle yet pervasive systems of discrimination in the form of microaggressions that cause negative impacts to their psychological well-being, workplace performance, and career advancement. These women exhibit incredible resilience that enable them to thrive at work, mitigate mental health challenges, and navigate their careers successfully. However, unlike people who fall into either a racial minority group or a gender minority group, African American women experience compounded effects of microaggressions due to the intersection of their race and gender. As a result of microaggressions, these women experience impacts to …


The Efficacy Of Emotional Reframing As An Intervention To Promote Adult Transformational Growth, Linda Rossetti May 2026

The Efficacy Of Emotional Reframing As An Intervention To Promote Adult Transformational Growth, Linda Rossetti

Educational Studies Dissertations

This study investigates the underexplored relationship between adult developmental growth and emotions. Developmental growth requires an individual to respond to self-concept instability by adopting new meaning structures and navigating oppositional emotions. This quantitative study examined the relationship between an emotional reframing intervention and perspective shifts, an indicator of developmental progression. Data collected on three college campuses in the 2024-2025 academic year revealed a strong positive relationship between the intervention and perspective shifts, as evidenced by differences in pre- and post-assessment responses within the studied population, both in aggregate and in specific use cases. The findings contribute to three academic arenas: …


Empowering Equity: Latinas In Leadership – Navigating Work-Life Balance In The Post-Pandemic Era, Teresa Excinia Jan 2026

Empowering Equity: Latinas In Leadership – Navigating Work-Life Balance In The Post-Pandemic Era, Teresa Excinia

University of the Pacific Theses and Dissertations

This dissertation explored the lived experiences of Latina leaders as they navigated how cultural expectations influenced work–life balance in the post-pandemic era. The COVID-19 pandemic reshaped workplace dynamics, blurring boundaries between professional responsibilities and personal life. For Latinas, these challenges were compounded by cultural expectations that shaped their roles both at home and in the workplace. The purpose of this study was to understand how Latina leaders managed the dual pressures of balancing career demands with cultural and familial obligations. Using Testimonio as the methodological framework, this study captured the voices and narratives of Latina leaders across industries, offering an …


Data Utilization In Facilities’ Performance Management Decision- Making At U.S. Four-Year Public Institutions: A Cross-Sectional Exploratory Study, Tanaporn Supanichrattana Jan 2026

Data Utilization In Facilities’ Performance Management Decision- Making At U.S. Four-Year Public Institutions: A Cross-Sectional Exploratory Study, Tanaporn Supanichrattana

Theses and Dissertations

The growing complexity of higher education finance, aging infrastructure, and rising accountability expectations has intensified demands on facilities organizations to manage institutional assets strategically. As colleges and universities face sustained fiscal constraints and expanding operational pressures, the ability of facilities leaders to use data to inform performance management has become increasingly critical. Despite this importance, limited empirical research has examined how facilities leaders integrate data into decision-making within public higher education contexts.

The quantitative study employed a cross-sectional, exploratory survey design to investigate data utilization practices among facilities leaders at U.S. public four-year institutions. Guided by the Data–Information–Knowledge–Wisdom hierarchy and …


Perceived Organizational Support Of High-Performance Support Staff Members In Professional Soccer Organizations., Erica B. Thompson Dec 2025

Perceived Organizational Support Of High-Performance Support Staff Members In Professional Soccer Organizations., Erica B. Thompson

Electronic Theses and Dissertations

The purpose of this study was to explore perceived organizational support among high-performance support staff (HPSS) within professional soccer organizations. Specifically, this study examined how HPSS define organizational support, identified factors that shape their perceptions, explored organizational challenges they experience, and analyzed how those challenges intersect with their perceptions of support. Organizational Support Theory (OST) and its central construct, Perceived Organizational Support (POS), served as the theoretical framework guiding this study. OST assumes employees form global beliefs about the extent to which their organization values their contributions and cares about their well-being. To address the study’s purpose, a basic interpretive …


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 …


Faculty Touchpoint Survey 2025: Key Findings And Recommendations, Lisa A. Marchiondo, Naila V. Decruz-Dixon, Julia Fulghum Nov 2025

Faculty Touchpoint Survey 2025: Key Findings And Recommendations, Lisa A. Marchiondo, Naila V. Decruz-Dixon, Julia Fulghum

ADVANCE Reports

A Spring 2025 climate survey finds that UNM faculty remain committed to their teaching, scholarship, and collegial relationships, despite concerns about research funding, academic freedom, and graduate student recruitment and well-being. The survey also found that faculty have higher levels of stress than in a previous ADVANCE survey, worse psychological well-being, more difficulty concentrating, and more concern about tenure and promotion. A set of recommendations for academic leaders are provided.


Book Review: Building A God, Carl Lee Tolbert Jul 2025

Book Review: Building A God, Carl Lee Tolbert

The Journal of Values-Based Leadership

No abstract provided.


Fostering Innovation At Work: Leadership Strategies For Motivating Innovative Work Behavior Across Generations Within The Christian Higher Education Environment, Sarah Clark Jul 2025

Fostering Innovation At Work: Leadership Strategies For Motivating Innovative Work Behavior Across Generations Within The Christian Higher Education Environment, Sarah Clark

Doctor of Strategic Leadership (DSL) Capstone Abstracts

Project Type

Organizational Consulting Project, Organizational Design or Change, Seminar or Workshop

Project Overview

This capstone project involved the design, facilitation, and evaluation of a strategic leadership workshop developed for mid to senior-level enrollment leaders at Southeastern University. Grounded in Self-Determination Theory (SDT), Innovative Work Behavior (IWB), and Transformational Leadership, the workshop offered a diagnostic and developmental experience designed to motivate innovation across generational teams within a Christian higher education setting. The workshop was structured to transition from research-based theory to data-informed strategy, helping leaders translate organizational insights into actionable plans.

Project Themes

Core themes included intrinsic and extrinsic motivation, …


Arts-Based Sustainability: From New York To Malawi, Martha B. Lerski Jun 2025

Arts-Based Sustainability: From New York To Malawi, Martha B. Lerski

Publications and Research

Recognizing that libraries serve multiple constituencies and subject areas, this chapter documents and advocates for development of transdisciplinary arts-based research (ABR) and culture-related projects linked to environmental challenges. Libraries contribute collections and spaces, as well as the research of library and information scientists. Libraries are currently among invisible contributors to sustainability planning and services. The chapter will link this invisibility to the value of what visual arts refer to as negative space elements in subjects ranging from traditional ecological knowledge to environmental science. Library collections, projects, and research contribute to education for sustainable development (ESD) as required to achieve the …


An Exploration Of The Influence Of Occupational Mentorship On The Success Of Black Female Executive Leaders In Educational Sales, Bashelia H. Ward May 2025

An Exploration Of The Influence Of Occupational Mentorship On The Success Of Black Female Executive Leaders In Educational Sales, Bashelia H. Ward

Electronic Theses and Dissertations

The dearth of Black women in executive-level leadership roles within U.S. business organizations persists due to numerous barriers such as tokenism; racial fatigue; stereotypes; a lack of identity; and the intersection of race, gender, and social injustices impeding their upward mobility in the educational sales industry. Despite recognizing the potential for change through tools and programs, the absence of robust occupational mentorship emerges as a pivotal barrier hindering the transformation of Black women’s roles in these educational sales environments. The sample size for this hermeneutical qualitative study was seven Black women in the K–12 educational sales industry. Data collection methods …


A Qualitative Study Exploring Senior Leaders’ Experiences And Perceptions In Addressing Workplace Sexual Harassment In The U.S. Federal Government: A Systems Perspective, Karen Jane Dean May 2025

A Qualitative Study Exploring Senior Leaders’ Experiences And Perceptions In Addressing Workplace Sexual Harassment In The U.S. Federal Government: A Systems Perspective, Karen Jane Dean

Electronic Theses and Dissertations

Sexual harassment (SH) is a prevalent, costly, and often unreported problem in the U.S. Federal Government. Despite decades of research from multiple perspectives and recommendations to address SH, the problem persists and remains complex. While some researchers and U.S. Government agencies have called upon leaders to commit to eliminating workplace SH, others have suggested using an integrated conflict management system (ICMS) to manage the complexity, nuances, and conflicts. Even though there is a call for leadership to address SH, there is limited documentation in the literature about leaders’ experiences and perceptions in addressing the problem. Therefore, this qualitative study was …


Adaptive Leadership In Hbcus: Navigating Hybrid Work Dynamics In A Post-Pandemic Era, Brittney A. Brooks Jan 2025

Adaptive Leadership In Hbcus: Navigating Hybrid Work Dynamics In A Post-Pandemic Era, Brittney A. Brooks

West Chester University Doctoral Projects

Leaders of Historically Black Colleges and Universities (HBCU) institutions influence retention rates of HBCU employees. An organization's culture determines the behavior of its employees. When assumptions regarding organizational structure were made, communication about the company's expectations was often ignored, leading to employees becoming accustomed to the culture and resistant to change. This mindset hindered HBCU growth and the willingness to address the urgency for policy revisions. As institutions continue to transition post-COVID, adjusting human resource policies at HBCUs to cater to the individual needs of these employees is needed to maintain retention.

This exploratory mixed-methods research study investigated leadership in …


A Mixed Methodology Study On Effective Products And Services For Consulting Firms, Doc S. Dillard Jan 2025

A Mixed Methodology Study On Effective Products And Services For Consulting Firms, Doc S. Dillard

Doctor of Education Dissertations

This study evaluated organizational effectiveness within small- to medium-sized educational technology and technology-adjacent organizations for consulting firms to develop appropriate products and services for clients. This allowed consulting firms to develop innovation in their approaches. More specifically, this research supported consulting firms specializing in educational technology in developing products and services for industry leaders to improve organizational effectiveness. The research employed a mixed methodology consisting of 10 educational technology leaders. Data were collected from survey questions and through evaluating related literature. The literature compiled included organizations across education, technology, and technology-adjacent industries. The research evaluated organizations through McKinsey’s 7S framework. …


Estudio Fenomenológico Sobre La Relación Entre El Liderazgo Transformacional Y La Efectividad De Las Iniciativas De Gestión De Cambio En Las Organizaciones, Greilyn Soto-Perez Jan 2025

Estudio Fenomenológico Sobre La Relación Entre El Liderazgo Transformacional Y La Efectividad De Las Iniciativas De Gestión De Cambio En Las Organizaciones, Greilyn Soto-Perez

Theses and Dissertations

Esta Disertación Aplicada tuvo como propósito explorar la relación entre el liderazgo transformacional y la efectividad de las iniciativas de gestión del cambio en organizaciones de diversos sectores. Este estudio cualitativo se centró en comprender, desde el punto de vista de diferentes lideres transformacionales en distintas áreas e industrias, cómo los líderes y empleados experimentan y perciben el impacto del liderazgo transformacional en la implementación de cambios significativos organizacionales.

Este estudio de naturaleza cualitativa se enmarcó en un enfoque fenomenológico. Mediante entrevistas semiestructuradas en profundidad, se exploraron cuatro dimensiones del liderazgo transformacional: influencia idealizada, motivación inspiradora, estimulación intelectual y consideración …


Exploring The Stem Career Identity Development Of Black Women Across Their Lifespan, Veronica Hurd Jan 2025

Exploring The Stem Career Identity Development Of Black Women Across Their Lifespan, Veronica Hurd

Theses and Dissertations

Although STEM is the fastest-growing career sector, Black women are grossly underrepresented as they account for 2.5% of the workforce. Research highlights that this underrepresentation is due to racialized structures in K-12, postsecondary, and career settings that restrict Black girls’ and women’s STEM opportunities. While macrosystems such as hegemonic ideologies, attitudes, and social conditions shape Black girls’ and women’s opportunities in STEM, they continue to persist and achieve their career goals. To explore these barriers and Black women’s persistence in this industry, this study draws from the autobiographical memories of 10 Black women in the field or formerly in the …


A Mixed Method Case Study Of Leadership For Change: Authentic Transformational Leadership In A Local Baptist Church, Hui Sun Jan 2025

A Mixed Method Case Study Of Leadership For Change: Authentic Transformational Leadership In A Local Baptist Church, Hui Sun

Theses and Dissertations

This convergent parallel mixed methods case study explores how a local Baptist church navigated organizational change during and after the COVID-19 pandemic through the lens of authentic and transformational leadership. Grounded in organizational leadership and open systems framework of organizational change, the study examined two primary hypotheses: (1) RBC demonstrated an authentic transformational leadership paradigm in its change processes since 2020, and (2) this paradigm significantly and positively influenced perceived leadership effectiveness.

Qualitative data were collected through semi-structured interviews with six leaders (three pastors, one minister, one staff leader, and one deacon) and 11 raters (five lay leaders, five congregants, …


Persistent Reading Deficiencies In Early Education, William Steven Reed Jan 2025

Persistent Reading Deficiencies In Early Education, William Steven Reed

Electronic Theses and Dissertations

This qualitative case study investigated early reading teachers’ perceptions of the instructional practices they use to identify early elementary student reading proficiency, including unique challenges they face when addressing the development of early reading skills. The researcher investigated eight first and second grade teacher classrooms during the 2023–2024 school year through collective interviews, observations, and related school data. The researcher performed a qualitative analysis of the collected data to reveal varying themes that support recommendations to reduce persistent reading problems among early elementary students. Using purposeful sampling to select licensed, experienced participants, the insights of eight early elementary reading teachers …


21st Century Community Learning Centers: Program Evaluation Evidence From Texas, Rosilyn Jackson Dec 2024

21st Century Community Learning Centers: Program Evaluation Evidence From Texas, Rosilyn Jackson

Electronic Theses and Dissertations

Texas afterschool programs strive to enhance academic performance and meet students' needs, yet gaps in program quality persist. This study evaluated 21st Century Community Learning Centers’ performance in reading, math, GPA, attendance, in-school suspension, and engagement, both within these categories and against program goals and demographics. Theoretical frameworks used in this study include the logic model, social justice theory, and cultural relevance theory. This quantitative study utilized a nonexperimental and secondary data research design which utilized five statistical tests: the Pearson Product-Moment Correlation, One-Way repeated ANOVA, Spearman Correlation, the Independent Samples t-Test, and the Mann-Whitney U Test. Results showed that …


Differences Are Not Deficits: Women Introverting While Black Through The Ascent To Executive Leadership In Higher Education, Jeri A. Bingham Sep 2024

Differences Are Not Deficits: Women Introverting While Black Through The Ascent To Executive Leadership In Higher Education, Jeri A. Bingham

Dissertations

Diversity of personality type in the workplace can lead to improved morale and productivity when organizations acknowledge and support the attributes and differences of employee behaviors and characteristics. Black women executives identifying as introverted who lead with their authentic personas and intersected marginalized identities, benefit employers, employees, students, and the institution’s brand and bottom line. Introversion and extroversion, ways to describe diversity of personality type, and each having different connotations in office culture, are relevant to this exploration as literature suggests that the population of both personality types is almost evenly distributed. The implications of judgement and the association to …


Investigating Servant Leadership Measurement: A Mixed-Methods Study Integrating Content Analysis And Meta-Analysis, Kai Torsten Schramm Aug 2024

Investigating Servant Leadership Measurement: A Mixed-Methods Study Integrating Content Analysis And Meta-Analysis, Kai Torsten Schramm

Electronic Theses and Dissertations

This study aimed to understand the similarities and differences among servant leadership measures and the variations in their effect sizes on job performance and job satisfaction. This paper explores how the items in servant leadership measures portrayed the servant leadership construct and how these relate to the outcomes. The researcher used an exploratory sequential mixed methods design. Which involved a qualitative content analysis of the measurement items and a meta-analysis of outcomes, considering the findings from the content analysis. Six key categories determined the three main themes: selfless generosity, inspiring influence, adaptive humility, integrity, empowering, and harmonious engagement. The three …


Embracing Change With Power And Love: Shifting Organizational Paradigms Leveraging Systems Thinking, Brandi R. Muñoz Jun 2024

Embracing Change With Power And Love: Shifting Organizational Paradigms Leveraging Systems Thinking, Brandi R. Muñoz

Tapestry: Journal of Research in Education

This article delves into the complexities of organizational change, emphasizing the critical roles of power and love in facilitating successful transitions. It distinguishes between the generative and degenerative effects of power and love within organizational contexts and underscores the importance of balancing these elements to foster collaboration, innovation, and sustainable change. Furthermore, the principles of systems thinking are highlighted, advocating for a holistic approach to understanding and analyzing organizational systems. The interconnectedness of system components and the necessity of feedback loops for informed decision-making and strategic planning are examined. Additionally, the article discusses the detrimental impact of overconfidence bias on …


Exploring Entrepreneurial Intention And Subjective Beliefs: A Comparative Analysis Of General Education Schools And Commercial Schools, Julia Riess, Bettina Fuhrmann, Gerhard Geissler Apr 2024

Exploring Entrepreneurial Intention And Subjective Beliefs: A Comparative Analysis Of General Education Schools And Commercial Schools, Julia Riess, Bettina Fuhrmann, Gerhard Geissler

International Journal for Business Education

This study examines the entrepreneurial intentions of Austrian secondary school students, specifically comparing students from commercial schools with those from general education schools. We analyzed 2,329 data sets and found that subjective beliefs, primarily behavioral and control beliefs, significantly influence entrepreneurial intentions. In addition, demographic factors such as gender, language, acquaintance with entrepreneurs, and school type play a significant role in explaining the variance in entrepreneurial intentions.

Our detailed analysis shows that students from commercial schools have stronger entrepreneurial intentions and subjective beliefs. Particularly notable are the differences in behavioral beliefs, where students from commercial schools find all aspects of …


Harnessing The Power Of Cliftonstrengths®: How Multinational Corporations Can Use Deep-Level Diversity To Enhance Organizational Inclusion, Trapper Kay Pace Apr 2024

Harnessing The Power Of Cliftonstrengths®: How Multinational Corporations Can Use Deep-Level Diversity To Enhance Organizational Inclusion, Trapper Kay Pace

Electronic Theses and Dissertations

This research explicitly investigated how multinational corporations can enhance workplace inclusion through the novel use of the CliftonStrengths® assessment as a dimension of deep-level diversity. The study gleaned insights from employees’ perspectives, employing a constructivist grounded theory approach to explicate their experiences in rich qualitative narratives. Through open-ended surveys and intensive interviews, participants were selected using purposeful sampling to ensure meaningful data collection from the study organizations’ three global regions. The researcher conducted the analysis systematically through the constant comparison of data utilizing the NVivo14 software to assist in constructing codes, themes, and a theoretical schema. Results highlighted the significance …


Leading Horses To Water During A Pandemic: Assuring Communication Learning For "Quants", Thomas Hall Mar 2024

Leading Horses To Water During A Pandemic: Assuring Communication Learning For "Quants", Thomas Hall

International Journal for Business Education

Students who are attracted to quantitative disciplines of study can be reluctant to devote much attention to the important task of communicating, and previous research (Hostager, 2018) has identified statistically significant differences in learning approaches by major among undergraduate business students. This paper presents results of learning assurance for writing skills (direct measures) even when the content of the course relates to the highly quantitative topics of data analytics and finance. The approach combines various pedagogical methods in an undergraduate, writing-intensive setting: traditional testing but in an iterative framework, “flipped classroom” intensive work using spreadsheet software, repeated submission of brief …