Lion’s Share: The Research Cast
The Lion’s Share is a podcast created by Penn State Smeal’s Executive DBA students. Each episode dives into a single research paper, with two students unpacking its design, theory, and impact. Together, they explore how research informs both business scholarship and real-world leadership practice, giving listeners the lion’s share of insight in every conversation.
info_outline
ENTR 830 | Session 1 | Critical Success Factors for Innovation and Entrepreneurship
05/18/2026
ENTR 830 | Session 1 | Critical Success Factors for Innovation and Entrepreneurship
Success in innovation and entrepreneurship is influenced primarily by timing, which accounts for 42% of startup achievement, followed by team execution and the uniqueness of the idea. Critical success factors are essential elements that help organizations reach their goals, and in new ventures, the intensity of completed actions and the active revision of business plans are strong predictors of survival and operational success. While general education is beneficial, experience-based human capital—especially industry-specific knowledge—greatly enhances profitability and sustainability. In larger corporations, effective leadership is vital for interpreting environmental signals, and a Chief Innovation Officer plays a crucial role in protecting innovative ideas that may not fit with short-term business unit goals. Furthermore, top-performing innovators prioritize aligning innovation with business strategy, gathering direct customer insights, and maintaining clear processes for managing portfolios. Conversely, failures often arise from a lack of market need, running out of cash, or a leadership-driven lack of focus.
/episode/index/show/4a481a4d-9e15-4792-8483-c0639f91c802/id/41324920
info_outline
ENTR 820 | Session 8 | Intellectual Property and Business Model Innovation
03/03/2026
ENTR 820 | Session 8 | Intellectual Property and Business Model Innovation
ENTR 820 | Session 8 | Intellectual Property and Business Model Innovation Summary: To succeed in competitive markets, firms must move beyond an "innovation blind spot" that focuses solely on creating value and instead develop strategies to capture value. While innovation is often seen as a driver of growth, business history is full of pioneers, such as Netscape and Xerox PARC, who failed to profit from their breakthroughs because they could not secure the economic returns. The Profiting from Innovation (PFI) framework highlights that value capture depends on a firm's appropriability regime—the strength of its intellectual property and natural barriers to imitation—and its control over complementary assets, such as distribution or manufacturing. Managers can actively shape these outcomes by choosing between proprietary strategies that strictly protect IP and open strategies that share technology to drive industry standards. Furthermore, firms can innovate their business models by changing five key focal points: the price-setting mechanism, the payer, the price carrier, the timing of the exchange, or the market segment. Ultimately, the ability to extract value depends on understanding the industry architecture and positioning the firm to control critical bottlenecks in the value chain.
/episode/index/show/4a481a4d-9e15-4792-8483-c0639f91c802/id/40269215
info_outline
ENTR 502 | Session 8 | Foundations of Startup Architecture
03/02/2026
ENTR 502 | Session 8 | Foundations of Startup Architecture
ENTR 502 | Session 8 | Foundations of Startup Architecture Summary: Building a successful startup requires strategically assembling a multitalented, flexible team capable of navigating the inherent chaos of a new venture. Leadership typically centers on a visionary CEO who can motivate others through a "reality distortion field," complemented by a COO who manages daily operations. Beyond these roles, a core founding team often needs a balance of technical, sales, and creative expertise—sometimes simplified as a hacker, hustler, and designer—to handle product development, marketing, and user experience. As the company grows, it is essential to fill specialized positions such as product managers, sales managers, and customer service representatives to drive revenue and maintain the brand’s reputation. Because hiring is costly and time-consuming, founders are encouraged to hire slowly for cultural fit, prioritize candidates with shared values, and consider outsourcing non-essential functions such as legal and accounting services to prevent employee burnout and manage limited resources.
/episode/index/show/4a481a4d-9e15-4792-8483-c0639f91c802/id/40269145
info_outline
ENTR 820 | Session 7 | Lean, Agile, and Design Thinking
02/24/2026
ENTR 820 | Session 7 | Lean, Agile, and Design Thinking
ENTR 820 | Session 7 | Lean, Agile, and Design Thinking Summary: Modern innovation strategies integrate Lean, Agile, and Design Thinking to foster efficiency and user-centered development. Lean prioritizes value creation through waste reduction and early validation, while Agile focuses on rapid, iterative execution. Design Thinking adds a human-centered layer by emphasizing empathy to define problems and ideate solutions. These frameworks rely heavily on prototyping and Minimum Viable Products (MVPs)—low-cost tools such as paper models, landing pages, or "concierge" services—to test hypotheses "outside the building" and gather real-world feedback. By engaging in this iterative cycle, organizations can pivot away from failing ideas before committing significant resources, ultimately achieving a balance between entrepreneurial agility and strategic direction. Additionally, academic resources such as the Student News Readership Program support these skills by providing students with free access to credible news, enhancing their critical thinking and civic engagement.
/episode/index/show/4a481a4d-9e15-4792-8483-c0639f91c802/id/40184910
info_outline
ENTR 502 | Session 7 | Validating the Venture: The Customer Discovery Blueprint
02/23/2026
ENTR 502 | Session 7 | Validating the Venture: The Customer Discovery Blueprint
ENTR 502 | Session 7 | Validating the Venture: The Customer Discovery Blueprint Summary: Customer discovery is a structured, empirical process focused on validating business hypotheses by "getting out of the building" to learn directly from potential customers. Rather than selling, the goal is to determine whether a problem is significant enough to support a business by designing objective pass/fail experiments and using minimum viable products (MVPs) to elicit honest feedback. To gather reliable data, entrepreneurs must apply "The Mom Test," which involves asking specific questions about a customer's past behavior and life rather than seeking opinions or hypothetical validation, which often results in biased "bad data" such as compliments and fluff. This phase also requires mapping the customer's buying process, understanding their unique motivations, and identifying a homogeneous group of the "Next 10 Customers" who closely fit the target profile to ensure the solution is replicable. Ultimately, this phase concludes with a pivot-or-proceed decision, where the founding team assesses whether they have found "earlyvangelists" with an urgent need or whether they must refine their value proposition based on factual market insights rather than potentially expensive assumptions.
/episode/index/show/4a481a4d-9e15-4792-8483-c0639f91c802/id/40184865
info_outline
ENTR 502 | Session 6 | Competitor Analysis and Benchmarking
02/21/2026
ENTR 502 | Session 6 | Competitor Analysis and Benchmarking
ENTR 502 | Session 6 | Competitor Analysis and Benchmarking Summary: Business market analysis and strategy are critical for navigating today's competitive landscape, enabling companies to make informed decisions by evaluating customer preferences, industry trends, and competitor activities. A comprehensive approach requires identifying both direct and indirect competitors across marketing, product, and pricing perspectives, while leveraging AI-driven intelligence to automate data collection and track strategic shifts in real time. To position a venture effectively, entrepreneurs should chart their competitive position based on the target persona’s top priorities and validate assumptions through a Minimum Viable Business Product (MVBP) to ensure the customer receives meaningful value. Success also depends on avoiding common pitfalls like "first-and-only-itis" and neglecting the customer's status quo, which remains a primary obstacle to market adoption. Ultimately, a robust strategy must be supported by strong leadership, cross-functional collaboration, and continuous evaluation to remain relevant amid evolving technological and economic conditions.
/episode/index/show/4a481a4d-9e15-4792-8483-c0639f91c802/id/40183935
info_outline
ENTR 820 | Session 6 | Cultivating the Fuzzy Front End
02/21/2026
ENTR 820 | Session 6 | Cultivating the Fuzzy Front End
ENTR 820 | Session 6 - Cultivating the Fuzzy Front End Summary: Innovation and idea generation are described as dynamic, iterative processes that often begin in the "Fuzzy Front End," an ambiguous phase that requires refinement and a focus on asking the right questions rather than jumping to immediate answers. Instead of isolated "eureka" moments, breakthrough insights frequently emerge as "slow hunches" that evolve over long periods through "liquid networks"—environments such as historical coffeehouses or collaborative lab meetings where diverse perspectives can collide and connect. Organizations can stimulate this creativity by using structured techniques such as SCAMPER or brainwriting to overcome cognitive barriers and by implementing deliberate systems for startups that systematically map specific customer needs against various business models. Ultimately, sustaining innovation requires a culture of psychological safety, the rigorous use of customer insights and external validation, and a greater emphasis on connecting ideas across open systems rather than solely protecting intellectual property.
/episode/index/show/4a481a4d-9e15-4792-8483-c0639f91c802/id/40183910
info_outline
FIN 588 | Session 6 | The Cross-Section of Bank Value
02/16/2026
FIN 588 | Session 6 | The Cross-Section of Bank Value
FIN 588 | Session 6 | The Cross-Section of Bank Value - 2022 Mark Egan, Stefan Lewellen, Adi Sunderam Summary: We study the determinants of value creation in U.S. commercial banks. We develop novel measures of individual banks’ productivities at collecting deposits and making loans that we relate to bank market values. We find that deposit productivity accounts for two-thirds of the value of the median bank and most of the variation in value across banks. Variation in productivity is driven by differences across banks in technology, customer demographics, and market power. We also find evidence of synergies between deposit-taking and lending. Our findings suggest that there is significant heterogeneity in banks’ ability to capture value by manufacturing safe assets.
/episode/index/show/4a481a4d-9e15-4792-8483-c0639f91c802/id/40118340
info_outline
ENTR 820 | Session 5 | Developing an Innovation Strategy
02/10/2026
ENTR 820 | Session 5 | Developing an Innovation Strategy
ENTR 820 | Session 5 | Developing an Innovation Strategy Summary: An innovation strategy is a deliberate framework that aligns an organization's development of new products, services, and processes with its overarching business objectives to drive growth and maintain competitive relevance. It provides essential guidance for idea generation, project selection, and organizational culture, ensuring that innovation efforts are intentional rather than reactive. To navigate uncertainty, organizations use strategic analysis tools such as SWOT and PESTEL, as well as scenario planning to explore multiple future possibilities and challenge narrow mental maps. Key methodologies within this strategy include business model innovation using the Business Model Canvas, the creation of new market spaces through Blue Ocean Strategy, and the monitoring of disruptive technologies and S-curves to time market entries effectively. Furthermore, modern innovation often relies on open innovation and collaboration within ecosystems to access external expertise and reduce time-to-market, ultimately aiming to deliver "excitement features" that provide significant differentiation and customer satisfaction.
/episode/index/show/4a481a4d-9e15-4792-8483-c0639f91c802/id/40053395
info_outline
ENTR 502 | Session 5 | The Business Model Canvas Strategy
02/09/2026
ENTR 502 | Session 5 | The Business Model Canvas Strategy
ENTR 502 | Session 5 | The Business Model Canvas Strategy Summary: A successful startup requires a viable business model that effectively balances the Customer Acquisition Cost (CAC) against the Customer Lifetime Value (CLV) to ensure long-term profitability. CAC is the total cost of convincing a potential customer to purchase a product. For a business to be sustainable, the value a customer brings over their lifetime should be significantly higher than this acquisition cost. To strategically design and visualize these models, entrepreneurs frequently use the Business Model Canvas, a tool comprising nine building blocks—including Customer Segments, Revenue Streams, and Cost Structure—that illustrate how an organization creates and captures value. A critical component of this canvas is the Value Proposition, which must be clearly quantified by comparing a customer's current "as-is" state with the "possible" state achieved through the product's benefits. Because high acquisition costs and a lack of clear financial planning are leading causes of startup failure, businesses must continuously monitor these metrics and iterate on their strategies to achieve scalable growth.
/episode/index/show/4a481a4d-9e15-4792-8483-c0639f91c802/id/40036035
info_outline
ENTR 820 | Session 4 | Architectures of Service Innovation
02/03/2026
ENTR 820 | Session 4 | Architectures of Service Innovation
ENTR 820 | Session 4 | Architectures of Service Innovation Summary: Service innovation is defined as improving an existing product or service and serves as a vital economic driver in advanced nations, where the service sector can account for approximately 80% of employment. Because services possess unique characteristics such as intangibility, heterogeneity, customer contact, and perishability, they are often more difficult to conceptualize and evaluate than physical goods. To manage these complexities, organizations use structured models like the Pentathlon Framework and tools such as service blueprints to map customer journeys and close the gap between customer expectations and actual delivery. While innovation styles vary by sector—ranging from servitization in manufacturing to social innovation in the nonprofit world—successful implementation requires a shift toward outside-in thinking and a clearly defined business model to ensure profitability. However, a significant barrier remains the reluctance of senior executives, who may view innovation as a financial risk. Innovators must therefore use strategic language about upselling, cross-selling, and customer retention to justify investment and secure necessary support.
/episode/index/show/4a481a4d-9e15-4792-8483-c0639f91c802/id/39964640
info_outline
ENTR 502 | Session 4 | Value Proposition, Product Development, and the Customer
02/02/2026
ENTR 502 | Session 4 | Value Proposition, Product Development, and the Customer
ENTR 502 | Session 4 | Value Proposition, Product Development, and the Customer Summary: The process of value proposition design focuses on discovering and creating unique benefits for customers by identifying the specific "jobs" they "hire" products to perform in their lives. Using tools like the Value Proposition Canvas, businesses can systematically map customer profiles—including their tasks, pains, and desired gains—against a value map to achieve precise product-market fit. To validate these assumptions effectively, entrepreneurs should build a Minimum Viable Business Product (MVBP), the simplest version of a product designed to test value and secure payment while initiating an iterative feedback loop. Techniques such as "concierging" allow teams to provide personalized, hands-on support to understand unique requirements and "fake it" behind the scenes without initially overspending on complex technology. Finally, a structured Product Plan ensures long-term success by outlining how to expand from an initial beachhead market into adjacent areas, balancing functional enhancements with high-quality releases to achieve a sustainable business model fit.
/episode/index/show/4a481a4d-9e15-4792-8483-c0639f91c802/id/39955090
info_outline
ENTR 820 | Session 3 | Innovation in Context: Driving Change and Market Evolution
01/27/2026
ENTR 820 | Session 3 | Innovation in Context: Driving Change and Market Evolution
ENTR 820 | Session 3 | Innovation in Context: Driving Change and Market Evolution Summary: Innovation is propelled by a multifaceted interplay of contextual drivers, including financial pressures for efficiency, shifting demographic and market trends, and the rapid advancement of technologies such as AI and robotics. While businesses often innovate to meet rising consumer expectations, regulatory standards, or shorter product life cycles, highly risky and expensive ventures with no immediate return on investment—such as early space exploration—are typically pioneered by governments rather than private capital, which requires a proven business case. Effective innovation management requires understanding the diffusion process of new ideas, balancing the complexity and risks of new systems, and strategically aligning innovations with a firm’s core competencies and 'imitability' to ensure long-term profitability. Ultimately, proactive managerial decision-making and the adoption of models like open innovation are essential for organisations to navigate maturing markets and sustain a competitive advantage in a changing global economy.
/episode/index/show/4a481a4d-9e15-4792-8483-c0639f91c802/id/39872345
info_outline
ENTR 502 | Session 3 | Venturing from Opportunity to Market Validation
01/26/2026
ENTR 502 | Session 3 | Venturing from Opportunity to Market Validation
ENTR 502 | Session 3 | Venturing from Opportunity to Market Validation Summary: Successful entrepreneurship begins with identifying a viable market niche or a specific problem to solve, often rooted in personal passion or experienced pain points. Centring a business on customer needs—including functional, emotional, and social requirements—is critical for driving innovation, fostering loyalty, and sustaining long-term growth. Identifying these needs requires a combination of market research, analyzing existing data, soliciting direct feedback, and monitoring social media trends to understand the "who, what, and why" of consumer behaviour. Modern businesses can significantly enhance this process by leveraging machine learning and AI tools to automate routine tasks, perform sentiment analysis, and gain deeper consumer insights at scale. To stand out in competitive markets, founders must articulate a clear product vision and positioning statement that defines their unique benefit and differentiation from existing alternatives. Finally, adopting a Lean Startup approach—prioritising "validated learning" through the build-measure-learn feedback loop—allows entrepreneurs to iterate products rapidly and pivot when necessary to avoid wasting resources on solutions that do not meet market demand
/episode/index/show/4a481a4d-9e15-4792-8483-c0639f91c802/id/39872300
info_outline
FIN 588 | Session 5 | Roche’s Acquisition of Genentech
01/26/2026
FIN 588 | Session 5 | Roche’s Acquisition of Genentech
FIN 588 | Session 5 | Roche’s Acquisition of Genentech - 2026 In 2008, the Swiss pharmaceutical giant Roche proposed acquiring the remaining 44% of its fiercely independent biotech subsidiary, Genentech, offering $89 per share in a deal valued at approximately $100 billion. This strategic move was designed to reduce operational overlap, secure unfettered access to Genentech’s substantial free cash flow, and protect Roche’s access to an innovative drug pipeline before a key licensing agreement expired in 2015. However, the acquisition faced a significant valuation impasse when Genentech’s special committee rejected the offer as inadequate, countered with a price of $112 to $115 per share, and refused to negotiate downward despite the burgeoning 2008 global financial crisis. Roche’s leadership, including Franz Humer and Severin Schwan, had to navigate the extreme difficulty of securing $44 billion in debt financing during a worldwide credit freeze while fearing that a hostile tender offer might alienate the star scientists and managers central to Genentech’s success.
/episode/index/show/4a481a4d-9e15-4792-8483-c0639f91c802/id/39856985
info_outline
FIN 588 | Session 4 | CEO Compensation - Evidence from the field
01/20/2026
FIN 588 | Session 4 | CEO Compensation - Evidence from the field
FIN 588 | Session 4 | CEO Compensation - Evidence from the field - 2022 Alex Edmans, Tom Gosling, Dirk Jenter Summary: We survey directors and investors on the objectives, constraints, and determinants of CEO pay. We find that directors face constraints beyond participation and incentives, and that pay matters not to finance consumption but to address CEOs’ fairness concerns. 67% of directors would sacrifice shareholder value to avoid controversy, leading to lower levels and one-size-fits-all structures. Shareholders are the main source of constraints, suggesting that directors and investors disagree on how to maximize value. Intrinsic motivation and reputation are seen as stronger motivators than incentive pay. Even with strong portfolio incentives, flow pay responds to performance to fairly recognize the CEO’s contribution.
/episode/index/show/4a481a4d-9e15-4792-8483-c0639f91c802/id/39793310
info_outline
ENTR 820 | Session 2 | Understanding Innovation Management
01/20/2026
ENTR 820 | Session 2 | Understanding Innovation Management
ENTR 820 | Session 2 | Understanding Innovation Management Innovation is far more than a "light bulb" moment of pure creativity; it is a disciplined management process that transforms ideas into tangible value through structured frameworks and integrated scientific, financial, and technical activities. It encompasses dimensions beyond products, including process, business model, and service innovations, which often provide a more sustained competitive advantage because they are more difficult for competitors to copy. To succeed, organizations must balance a portfolio of incremental, breakthrough, and radical innovations while fostering a cross-functional environment that integrates R&D, marketing, operations, and external partnerships. Ultimately, effective innovation management—often conceptualized through models like the Innovation Pentathlon—requires aligning strategy, people, and culture to navigate the "messy" reality of feedback loops, dead ends, and environmental uncertainty.
/episode/index/show/4a481a4d-9e15-4792-8483-c0639f91c802/id/39793270
info_outline
ENTR 502 | Session 2 | Corporate Structures
01/20/2026
ENTR 502 | Session 2 | Corporate Structures
ENTR 502 | Session 2 | Corporate Structures A business entity is a legal designation that establishes a company's separate existence. Choosing the right structure is vital because it determines taxation, management frameworks, and the protection of personal assets. Simple structures such as sole proprietorships and partnerships are relatively easy to form but often involve unlimited liability or lack long-term business continuity. Conversely, Limited Liability Companies (LLCs) and corporations (C-corps and S-corps) provide greater liability protection, though they differ significantly in tax treatment, ranging from pass-through taxation to the "double taxation" faced by C-corporations. The formation process generally involves registering with a Secretary of State, obtaining an Employer Identification Number (EIN) from the IRS, and ensuring foreign entity registration if the business operates outside its home state. Furthermore, selecting a jurisdiction such as Delaware, Nevada, or Wyoming can offer additional strategic benefits, including enhanced privacy and more favorable tax laws.
/episode/index/show/4a481a4d-9e15-4792-8483-c0639f91c802/id/39793210
info_outline
ENTR 502 | Session 1 | Orientation Entrepreneurial Mindset
01/10/2026
ENTR 502 | Session 1 | Orientation Entrepreneurial Mindset
ENTR 502 | Session 1 | Orientation Entrepreneurial Mindset Summary: An entrepreneurial mindset is a multifaceted set of mental attitudes and behaviors, such as resilience, adaptability, and proactivity, that drive individuals to recognize opportunities and innovate in uncertain conditions. According to the sources, this mindset is a universal necessity across all sectors, including government and large corporations, to solve complex global challenges like climate change and healthcare. Core traits include calculated risk-taking, creative problem-solving, and self-motivation, which can be cultivated by setting clear goals, networking, and viewing setbacks as learning experiences rather than endpoints. While sources debate age—suggesting that older entrepreneurs may be more successful due to industry experience and financial security, whereas 20-somethings offer fresh perspectives and have less to lose—the mindset remains a catalyst for personal and professional growth. Developing these skills ultimately equips individuals to drive positive societal change by transforming obstacles into platforms for success. To help solidify this concept, you might think of an entrepreneurial mindset as a biological immune system for a career; instead of being weakened by the "germs" of failure or change, the mindset learns from them, becoming stronger and more capable of handling the next challenge. Please note that this analogy is my own and is not drawn from the provided sources.
/episode/index/show/4a481a4d-9e15-4792-8483-c0639f91c802/id/39583810
info_outline
FIN 588 | Session 1-3 | Foundations and Frontiers of Corporate Finance Research
01/01/2026
FIN 588 | Session 1-3 | Foundations and Frontiers of Corporate Finance Research
FIN 588 | Session 1-3 | Foundations and Frontiers of Corporate Finance Research Summary This is an overview of the optional readings for Sessions 1-3. The sources examine the evolution of corporate finance from the Modigliani-Miller irrelevance propositions to complex frameworks that incorporate agency costs and incomplete contracts, where ownership is primarily defined by residual rights of control. Research indicates that a firm’s capital structure is often remarkably stable over decades, typically driven by unobserved time-invariant effects or historical market timing rather than current optimal trade-offs. Debt maturity and seniority are strategically used to manage creditor conflict and control, yet shorter maturities can paradoxically worsen debt overhang during future periods of financial distress. Real-world investment efficiency is further affected by headquarters’ proximity to plants and the "WACC fallacy", a common error in which managers destroy value by applying a unique discount rate to diverse projects. Furthermore, while the prevalence of secured debt has declined alongside improvements in accounting transparency, corporate decisions such as dividend payments are often driven by managers catering to fluctuating investor sentiment regarding stock characteristics.
/episode/index/show/4a481a4d-9e15-4792-8483-c0639f91c802/id/39583195
info_outline
FIN 588 | Session 3 | Corporate Financing and Investment without Information
12/31/2025
FIN 588 | Session 3 | Corporate Financing and Investment without Information
FIN 588 | Session 3 | Corporate Financing and Investment without Information - 1984 Stewart C. MYERS, Nicholas S. MAJLUF Summary The sources examine how asymmetric information—specifically, when managers possess superior knowledge of a firm's value compared to outside investors—affects corporate behavior. Because managers aim to protect the interests of existing shareholders, they may decline to issue new stock if the market price is too low, even if the capital is needed for valuable investment opportunities. This reluctance can result in a "financing trap" in which firms forfeit projects with a positive net present value (NPV) to avoid diluting the value of old shares. Consequently, the model suggests a pecking order for financing, where firms first rely on internal funds (financial slack), then prefer debt over equity to minimize the negative signals associated with new issues. The decision to issue equity is often interpreted by the market as a sign of overvaluation, which typically causes the stock price to fall. Ultimately, maintaining ample financial slack allows a firm to decouple its investment decisions from these information-related conflicts of interest. This situation is like a collector who refuses to sell a rare painting at a discount to fund a new acquisition; they would rather miss out on the new piece than let the current one go for less than they know it is worth.
/episode/index/show/4a481a4d-9e15-4792-8483-c0639f91c802/id/39571085
info_outline
FIN 588 | Session 1 | The Modigliani-Miller Theorems: A Cornerstone of Finance
12/31/2025
FIN 588 | Session 1 | The Modigliani-Miller Theorems: A Cornerstone of Finance
FIN 588 | Session 1 | The Modigliani-Miller Theorems: A Cornerstone of Finance - 2005 Marco Pango Summary: The Modigliani-Miller (MM) theorems are regarded as the foundational cornerstone of modern finance for both substantive and methodological reasons. Substantively, they serve as "irrelevance propositions," providing a clear benchmark in which a firm's value is unaffected by its capital structure or dividend policy. This invariance holds under specific idealized conditions: the absence of taxes, no bankruptcy costs, and perfectly competitive, frictionless markets free of informational asymmetry. By establishing this neutral baseline, the theorems have driven the subsequent development of corporate finance toward exploring how relaxing these assumptions—such as considering the tax advantages of debt or the impact of asymmetric information—affects firm performance and value in the real world. Methodologically, the MM theorems introduced arbitrage arguments to financial theory, shifting the field from descriptive methods to formal, deductive reasoning and setting a precedent for subsequent breakthroughs in asset pricing, such as the Black-Scholes formula. To understand these theorems, it may be helpful to think of them as a map of a frictionless world; while such a world does not exist, having the map allows researchers to identify and measure the specific "frictions"—like taxes and information gaps—that alter a firm's true value.
/episode/index/show/4a481a4d-9e15-4792-8483-c0639f91c802/id/39570925
info_outline
ENTR 810 | Session 12 | Netflix, IP Strategy, and Entertainment Trends
11/13/2025
ENTR 810 | Session 12 | Netflix, IP Strategy, and Entertainment Trends
ENTR 810 | Session 12 | Netflix, IP Strategy, and Entertainment Trends Introduciton: Netflix established itself as a global entertainment leader by successfully pivoting from DVD rentals to streaming, notably overcoming Blockbuster, which declined the founders' $50 million sale offer in 2000. Guided by a culture of reinvention and leadership from figures like co-founder Reed Hastings and co-CEO Ted Sarandos, Netflix secured its competitive edge by shifting to an original content strategy—highlighted by the 2013 success of House of Cards—that emphasized diversity, global reach, and substantial investment to attract top talent. Today, Netflix maintains its position as the subscription streaming leader with 260 million paying customers, even as analysts proclaim the "streaming wars" are largely won, evidenced by rivals licensing content to the platform. To ensure continued growth in a market where streaming viewing has now surpassed linear TV for the first time, Netflix has cracked down on password sharing, diversified its offerings into live sports like WWE’s Raw, and is pursuing future innovations such as personalized trailers and interactive content using AI technology. Furthermore, the company plans to engage fans in new ways by launching physical retail and experience locations called "Netflix House" starting in 2025.
/episode/index/show/4a481a4d-9e15-4792-8483-c0639f91c802/id/39027320
info_outline
MBADM 850 | Session 12 | Business Models and Innovation Monetization
11/13/2025
MBADM 850 | Session 12 | Business Models and Innovation Monetization
MBADM 850 | Session 12 | Business Models and Innovation Monetization Introduction: A business model is a framework that supports a product or company’s viability by showing how it creates, delivers, and captures value and revenue while meeting customer needs. Monetization involves generating income from assets or actions, effectively turning product or service usage into profit. Common strategies include offering products for free while earning from advertising, using the freemium model where basic services are free but premium features require a subscription (e.g., LinkedIn and Spotify), charging a recurring low fee (e.g., Netflix), applying tiered pricing based on volume, or adopting the Razor and Blades model, where a low-cost item requires expensive, disposable supplies. Companies like Amazon innovate mainly in sales and delivery channels, while Spotify disrupted the music industry with new revenue models, showing that success often results from optimizing or radically changing one part of the business. Achieving product-market-pricing fit is crucial, ensuring customers need, see value in, and are willing to pay for the product, often by discussing pricing early in the R&D process. Disruptive innovations, such as how airline loyalty programs evolved into large banking-partnered financial systems after deregulation, demonstrate how new business models can completely transform industries.
/episode/index/show/4a481a4d-9e15-4792-8483-c0639f91c802/id/39027230
info_outline
MKTG 556 | Session 9 | Augmented Reality in Retail and Its Impact on Sales
11/13/2025
MKTG 556 | Session 9 | Augmented Reality in Retail and Its Impact on Sales
MKTG 556 | Session 9 | Augmented Reality in Retail and Its Impact on Sales - 2022 Yong-Chin Tan, Sandeep R. Chandukala, and Srinivas K. Reddy Introduction: The rise of augmented reality (AR) technology offers marketers exciting opportunities to engage customers and enhance their brand experience. Although companies are eager to invest in AR, research showing its real-world impact is limited. In this article, the authors identify four main ways the technology is used in retail settings. They focus specifically on AR’s role in helping customers evaluate products before buying and analyze its effect on online retail sales. Using data from an international cosmetics retailer, they find that AR use on the retailer’s mobile app correlates with higher sales for less popular brands, niche products, and more expensive items. Additionally, the impact of AR is stronger among customers new to the online channel or product category, indicating that sales growth results from increased online channel adoption and category expansion. These findings support the idea that AR is most effective when product-related uncertainty is high, showing the technology’s potential to boost sales by reducing uncertainty and building purchase confidence. To promote more meaningful research, the authors outline a research agenda for AR in marketing.
/episode/index/show/4a481a4d-9e15-4792-8483-c0639f91c802/id/39026535
info_outline
MKTG 556 | Session 9 | AI–Human Hybrids for Marketing Research: Leveraging Large Language Models (LLMs) as Collaborators
11/13/2025
MKTG 556 | Session 9 | AI–Human Hybrids for Marketing Research: Leveraging Large Language Models (LLMs) as Collaborators
MKTG 556 | Session 9 | AI–Human Hybrids for Marketing Research: Leveraging Large Language Models (LLMs) as Collaborators - 2025 Neeraj Arora, Ishita Chakraborty, and Yohei Nishimura Introduction: The authors’ main idea is that a hybrid approach combining humans and large language models (LLMs) improves efficiency and effectiveness in marketing research. In qualitative research, they show that LLMs can help with both data generation and analysis; LLMs effectively create sample characteristics, generate synthetic respondents, and conduct and moderate in-depth interviews. The AI–human hybrid produces information-rich, coherent data that exceeds human-only data in depth and insightfulness and matches human performance in tasks like generating themes and summaries. Evidence from expert judges indicates that humans and LLMs have complementary skills; the human–LLM hybrid outperforms either humans or LLMs alone. For quantitative research, the LLM correctly identifies the answer’s direction and valence, with the quality of synthetic data greatly improving through few-shot learning and retrieval-augmented generation. The authors highlight the value of the AI–human hybrid by working with a Fortune 500 food company and replicating a 2019 study using GPT-4. For their empirical work, they design system architecture and prompts to create personas, ask questions, and gather responses from synthetic respondents. They provide road maps for integrating LLMs into qualitative and quantitative marketing research and conclude that LLMs are valuable partners in generating insights.
/episode/index/show/4a481a4d-9e15-4792-8483-c0639f91c802/id/39026450
info_outline
ACCTG 502 | Session 9 | The Timeliness of Bad Earnings News and Litigation Risk
11/13/2025
ACCTG 502 | Session 9 | The Timeliness of Bad Earnings News and Litigation Risk
ACCTG 502 | Session 9 | The Timeliness of Bad Earnings News and Litigation Risk - 2012 Dain C. Donelson, John M. Mclnnis, Richard D. Mergenthaler, Yong Yu Introduction: This study examines whether the prompt disclosure of bad earnings news is linked to a lower rate of litigation. The promptness of earnings news is measured by a new metric based on the progression of the consensus analyst earnings forecast. After controlling for total bad earnings news and other factors influencing litigation, we find that earlier disclosure of bad earnings news decreases the likelihood of litigation. This finding applies to both settled and dismissed lawsuits. Additionally, we compare our results with previous research that measures timeliness through managerial warnings issued via press releases. These tests indicate that our findings are due to the ability of our timeliness measure to detect bad earnings news disclosed through channels other than press releases.
/episode/index/show/4a481a4d-9e15-4792-8483-c0639f91c802/id/39026030
info_outline
ACCTG 502 | Session 9 | Rules-Based Accounting Standards and Litigation
11/13/2025
ACCTG 502 | Session 9 | Rules-Based Accounting Standards and Litigation
ACCTG 502 | Session 9 | Rules-Based Accounting Standards and Litigation - 2012 Dain C. Donelson, John M. Mclnnis, Richard D. Mergenthaler Introudction: Some claim that rules-based accounting standards shield firms from litigation, while others argue that violations of detailed rules give plaintiffs a "roadmap" to successful litigation. We inform this debate by investigating whether rules-based standards are associated with the incidence and outcome of securities class action litigation. Overall, our results suggest that rules-based standards are associated with a lower incidence of litigation but are not associated with litigation outcomes. These results are of interest in the debate regarding the switch from a more rules-based U.S. GAAP a more principles-based IFRS.
/episode/index/show/4a481a4d-9e15-4792-8483-c0639f91c802/id/39000930
info_outline
ACCTG 502 | Session 9 | Fair value accounting standards and securities litigation
11/11/2025
ACCTG 502 | Session 9 | Fair value accounting standards and securities litigation
ACCTG 502 | Session 7 | Fair value accounting standards and securities litigation - 2025 Musaib Ashraf, Dain C. Donelson, John McInnis, Richard D. Mergenthaler Introduction: We examine the effect of fair value standards on firms’ litigation risk. The discretion required by fair value allows plaintiffs to “second guess” managers’ judgments, potentially increasing litigation risk. Alternatively, the complexity of fair value may decrease litigation risk if it’s more difficult to demonstrate scienter. Our evidence suggests firms that rely more on fair value standards are relatively less likely to be sued. We find no evidence of a relation between fair value and the risk of misstatements or fraud, but do find evidence of a slight increase in firms’ litigation risk via an increase in volatility. However, the primary effect of fair value standards in reducing litigation risk dominates the volatility effect. Finally, we find average litigation rates increase after the passage of new standards, but less so for fair value standards. On balance, our evidence suggests fair value is a relatively low litigation risk area in GAAP.
/episode/index/show/4a481a4d-9e15-4792-8483-c0639f91c802/id/39000905
info_outline
MBADM 850 | Session 11 | Benchmarking and Competitive Analysis for Innovation
11/06/2025
MBADM 850 | Session 11 | Benchmarking and Competitive Analysis for Innovation
MBADM 850 | Session 11 | Benchmarking and Competitive Analysis for Innovation Introduction: The essential practices of competitor analysis and benchmarking are important for both startups and established companies seeking innovation and a competitive edge. Competitor analysis for a startup involves identifying rivals, understanding their products and market segments, evaluating their strengths and weaknesses, and using this information to anticipate reactions or attract customers. For new markets, the traditional X/Y axis competitive graph is often inadequate, so the recommended "Petal Diagram" is used to visualize potential customer segments from neighboring markets. Benchmarking is a systematic process, separate from competitor research, that measures performance against best practices or world-class standards, often outside one's own industry, to identify performance gaps and promote continuous improvement. Various types include process, strategy, and performance benchmarking, with Net Promoter Score (NPS) frequently serving as a key comparative metric. In large organizations, recent data shows a shift, with less time and resources allocated to transformational innovation (Horizon 3) and more focus on incremental and adjacent innovations. The success of innovation initiatives and the ability to secure additional resources depend heavily on gaining leadership support and demonstrating impact on revenue, although innovators often cite politics, turf wars, and cultural issues as their main challenges.
/episode/index/show/4a481a4d-9e15-4792-8483-c0639f91c802/id/38932845