Formal Technical Definitions and Competitive Analysis Scenarios.
Technical Lexicon
Cognitive Science
Mental Models
Highly subjective cognitive representations of external reality used to interact with complex systems; their inherent incompleteness often leads to misaligned strategic visions.
Source: Slide 4-7
System Architecture
Information System (IS)
A formal sociotechnical organizational system designed to collect, process, and distribute data through five integrated components: Hardware, Software, Data, Procedures, and People.
Source: Slide 12
Enterprise Strategy
Digital Transformation
The profound integration of digital technology into all areas of a business, resulting in fundamental changes to how businesses operate and deliver value to customers.
Source: Slide 19
Computational Theory
Moore's Law
The observation that the number of transistors on a microchip doubles approximately every two years, resulting in a corresponding exponential increase in performance and decrease in cost per unit.
Source: Slide 18
Social Psychology
Curse of Knowledge
A bias that occurs when an individual, communicating with others, unknowingly assumes that the others have the background to understand, making it impossible to recreate the perspective of a beginner.
Source: Agenda Slide 2
Systems Engineering
Legacy Systems
Obsolete computing hardware or software that remains in use because it still serves a critical business function, despite being difficult to integrate with modern architectures.
Source: Slide 24
Application & Analysis Quiz
Question 1
A student organization president imagines a formal dinner for their gala, while the social chair envisions a high-energy dance party. They realize they have been working toward different goals because their internal "blueprints" for the event did not align.
Which concept best explains why these two leaders had such different initial visions for the same event?
A. Information Systems failure
B. Digital Transformation gap
C. Mental Models
D. The Curse of Knowledge
Correct Answer: C
Mental Models are the frameworks we use to understand the world, which vary based on individual experience. Distractor D is incorrect because it refers specifically to assuming others share your knowledge, rather than just having a different vision.
Question 2
An Austin boutique replaces paper punch cards with a mobile app that allows order-ahead, automated tracking, and personalized discounts. This fundamentally changes how the shop interacts with customers and manages staff workflows.
Which term most accurately describes the shop's comprehensive shift in operations?
A. Information Technology (IT)
B. Digital Transformation
C. Legacy Migration
D. Moore’s Law
Correct Answer: B
Digital Transformation involves fundamental changes to business processes and culture using technology. Distractor A is incorrect because IT refers only to the hardware/software components, not the holistic business change.
Question 3
An accounting partner uses complex technical shorthand that a new intern doesn't understand. The partner is frustrated because they find it impossible to remember what it was like to be a student who didn't know these terms.
Which psychological phenomenon is the senior partner experiencing?
A. The Curse of Knowledge
B. Broken Mental Models
C. Linear Growth Bias
D. Procedural Entropy
Correct Answer: A
The Curse of Knowledge makes it difficult for experts to simulate the state of mind of a novice. Distractor B is incorrect because their models aren't necessarily "broken," they just aren't being communicated effectively across a knowledge gap.
Question 4
A local pizza shop uses a tablet for orders, a digital kitchen screen, and a third-party delivery app. The owner notes the system only works because staff are trained on specific protocols and the customer data is synced across all devices.
Which concept describes the integration of the tablet, the staff training, the kitchen protocols, and the customer data?
A. Competitive Advantage
B. Information Technology (IT)
C. Moore's Law
D. Information Systems (IS)
Correct Answer: D
Information Systems (IS) represent the "socio-technical" whole, including people, procedures, data, and technology. Distractor B is incorrect because IT refers only to the hardware and software (the tablet and app).
Question 5
A startup founder is frustrated that while his smartphone's processing power doubles every two years, the time it takes for his human marketing team to approve a new advertisement remains at a constant four-week average.
Which concepts are being contrasted in this founder’s observation regarding the tech and the organization?
A. Mental Models vs. Curse of Knowledge
B. Exponential Growth vs. Linear Growth
C. Information Technology vs. Information Systems
D. Legacy Systems vs. Modern Systems
Correct Answer: B
Technology changes at an exponential rate (Moore's Law), while organizations and human processes generally change at a linear rate. Distractor D is incorrect as it describes specific ages of systems rather than rates of change.