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NMIMS 1st sem Questions sample
Business Communication
Dec 2025 Examination
Q1. A consumer goods company, is launching a new line of organic cleaning products. The marketing team, led by a new manager, has developed a campaign that focuses solely on the superior cleaning power of the products. The campaign copy is dense with technical details about the proprietary formula. A focus group, however, revealed that the target audience is primarily motivated by environmental sustainability and health benefits, not just cleaning effectiveness. The feedback also highlighted that the language was too formal and lacked an emotional connection. What specific adjustments should Sarah’s team make to their persuasive messaging strategy to better align with the audience’s motivations and achieve a successful product launch? (10 Marks)
Ans 1.
Introduction
Persuasive messaging in business communication plays a crucial role in shaping consumer perception and driving product success. For Sarah’s team at the consumer goods company launching organic cleaning products, the initial campaign fell short because it focused primarily on technical superiority instead of aligning with customer values. While the product’s cleaning effectiveness is relevant, the focus group feedback makes it clear that the target audience prioritizes sustainability and health. Furthermore, the overly formal tone and lack of emotional appeal limited the campaign’s ability to create a strong connection with consumers. For a product positioned in the organic and eco-friendly market, messaging must
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Q2(A) A manager at a software company must inform a long-time employee that their performance is consistently below expectations, and a formal performance improvement plan is being initiated. The manager’s goal is to ensure the employee understands the seriousness of the situation while maintaining a professional relationship.What is the primary purpose of a negative performance review in this scenario? (5 Marks)
Ans 2a.
Introduction
A negative performance review is one of the most sensitive tasks in workplace communication. For a manager at a software company, the challenge lies in addressing long-term underperformance without damaging professional respect or future collaboration. The review is not simply a critique; it is a constructive communication tool to clarify expectations, highlight gaps, and initiate a structured plan for improvement. Its primary purpose is to balance accountability with support, ensuring that the employee understands the
Q2(B) Larsen & Toubro (L&T) is a multinational conglomerate with a significant digital presence, using various platforms for internal and external communication. L&T’s communication strategy includes internal podcasts for employee training, interactive dashboards on their website for stakeholder engagement, and real-time messaging apps for project teams. This approach allows them to streamline processes and maintain a cohesive brand identity across different channels and audiences.
Based on the caselet, identify and explain two ways L&T leverages digital communication to enhance business practices, citing specific examples from the text. (5 Marks)
Ans 2b.
Introduction
Digital communication is an important tool for global companies to stay connected, productive, and creative in today’s fast-paced business world. Larsen & Toubro (L&T), with its diversified operations, has strategically adopted multiple digital platforms to strengthen both internal and external communication. Their approach integrates modern tools like podcasts, dashboards, and real-time messaging systems, which not only enhance transparency but also support collaborative problem-solving. The primary purpose of these initiatives is to
Financial Accounting
Dec 2025 Examination
Q1. A national retail chain is experiencing rapid growth, opening 50 new stores in a single financial year and launching several promotional campaigns that offer deferred payment options to customers. The finance team is struggling to determine the correct timing for recognizing revenue from sales made under these promotions and matching related expenses, as cash inflows and outflows do not always align with the delivery of goods and services. The CFO is concerned that improper application of accounting principles could distort the company’s reported profitability and mislead stakeholders. Based on the scenario, how should the finance team at a rapidly expanding retail chain apply the accrual and realisation concepts to ensure accurate revenue and expense recognition during a period of aggressive store openings and promotional campaigns? (10 Marks)
Ans 1.
Introduction
In financial accounting, the accuracy of reported profits depends on applying the correct accounting principles that govern recognition of revenues and expenses. For a rapidly expanding national retail chain, complexities arise when promotional campaigns involve deferred payments and when store openings generate significant upfront expenses but revenues accrue over time. If the finance team recognizes income based on cash flows rather than the actual delivery of goods and services, it risks presenting a misleading financial position to investors, regulators, and other stakeholders. In such cases, the accrual concept and the realisation concept become critical. They guide accountants in separating cash movements from performance obligations, ensuring that profitability is measured correctly
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Q2 (A) TechGen Inc., a leading technology company, recently undertook a comprehensive review of its accounting practices for the fiscal year ending December 31, 2023. The company meticulously followed each step of the accounting cycle, from recording transactions in subsidiary books to preparing financial statements, with the goal of improving transparency and regulatory compliance. However, the CFO is concerned about potential gaps in the process that could affect stakeholder trust and is seeking your critical assessment of their current approach. Critically evaluate TechGen Inc.’s approach to ensuring accuracy and transparency in its accounting cycle, particularly in the context of regulatory compliance and stakeholder trust. Considering the multiple stages from transaction recording to financial statement preparation, what improvements or alternative strategies could be justified to further enhance the reliability of its financial reporting? (5 Marks)
Ans 2a.
Introduction
Accurate and transparent accounting is the backbone of financial reporting for any technology-driven corporation like TechGen Inc. The company’s commitment to following the accounting cycle—from recording transactions to preparing financial statements—reflects its aim of ensuring compliance and enhancing trust. However, the CFO’s concerns are valid, as even small gaps in processes such as classification, adjustments, or disclosure may distort the true financial position. To safeguard stakeholder trust, TechGen must not only adhere to
Q2(B) From the following Trial Balance of Gupta & Sons for the years ended December 31,
2018, Prepare:
- Trading Account
- Profit & Loss Account
- Balance Sheet as on that date
|
Name of the Account |
Debit Balances |
Credit Balances |
|
|
Rs. |
Rs. |
|
Capital |
|
5,00,000 |
|
Sales |
|
10,00,000 |
|
Sales Returns |
25,000 |
|
|
Purchases |
5,00,000 |
|
|
Purchases Returns |
|
15,000 |
|
Inventory as on 1.1.18 |
60,000 |
|
|
Land & Buildings |
4,00,000 |
|
|
Plant & Machinery |
3,00,000 |
|
|
Furniture |
1,00,000 |
|
|
Wages |
50,000 |
– |
|
Carriage Inwards |
10,000 |
|
|
Provision for Bad Debts |
|
7,000 |
|
Carriage Outwards |
5,000 |
|
|
Cartage |
5,000 |
|
|
Salaries |
40,000 |
|
|
Loan |
|
2,60,000 |
|
Debtors |
1,50,000 |
|
|
Creditors |
|
70,000 |
|
Rent |
|
8,000 |
|
Bills Receivable |
40,000 |
|
|
Acceptances |
|
10,000 |
|
General Expenses |
20,000 |
|
|
Rent & Rates |
10,000 |
|
|
Investments |
50,000 |
|
|
Cash in hand |
50,000 |
|
|
Bank Overdraft |
|
10,000 |
|
Discount |
4,500 |
|
|
Bad Debts |
5,000 |
– |
|
Interest on Investments |
|
5,000 |
|
Interest on Bank Overdraft |
500 |
|
|
Goodwill |
60,000 |
|
|
Total |
18,85,000 |
18,85,000 |
|
|
|
|
|
Additional Information |
||
|
1. The value of inventory on December 31, 2018 was Rs. |
1,00,000 |
|
|
2. Depreciation is to be provided on: Land & Building @ 5% p.a. Furniture @ 10% p.a. Plant & Machinery Rs. 50,000. |
||
|
3. Provision for Bad Debts is to be maintained @ 5% on debtors. |
||
|
4. Wages are outstanding to the extent of Rs. 4,000 and Salaries to the extent of Rs. 3,000. |
||
|
5. Rent and Rates are prepaid to the extent of 1/4th of the amount paid. |
||
|
6. Interest on Investment outstanding is Rs. . |
1,000 |
|
|
7. Rent to the extent of Rs. 2,000 has been received in advance. |
||
Ans 2b.
Introduction
Final accounts present the overall performance and financial position of a business by transforming trial balance figures into structured statements. For Gupta & Sons, preparation of the Trading Account, Profit & Loss Account, and Balance Sheet requires applying adjustments such as closing stock, depreciation, provisions, outstanding and prepaid expenses, as well as incomes received in advance. These adjustments ensure compliance with the accrual and matching principles. The following statements show the true profitability for
Marketing Management
Dec 2025 Examination
Q1. A mid-sized fast-food chain is struggling to compete with larger brands and new entrants in a highly saturated market. Customer feedback indicates that while the food quality is acceptable, the brand lacks a unique identity and customer loyalty is low. The management is considering various differentiation strategies—product innovation, superior service, unique delivery channels, staff training, and brand image enhancement—to create a sustainable competitive advantage and attract new customer segments. How should a mid-sized fast-food chain apply differentiation strategies to stand out in a saturated market, using the concepts of product, service, channel, people, and image differentiation? Recommend a comprehensive approach and justify your choices based on the scenario. (10 Marks)
Ans 1.
Introduction
In today’s hypercompetitive fast-food industry, mid-sized chains face significant challenges in differentiating themselves from larger, well-established brands and agile new entrants. While food quality may be acceptable, customer loyalty and brand identity often remain weak without a unique positioning strategy. In such saturated markets, differentiation becomes the key driver of sustainable competitive advantage. By applying a holistic differentiation framework—spanning product, service, channel, people, and brand image—a mid-sized fast-food chain can create distinct value propositions that resonate with evolving consumer needs. The objective is not just to offer meals but to deliver memorable experiences that foster loyalty and attract new customer segments. An
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Q2 (A) Coca-Cola, long associated with sugary soft drinks, faced declining sales due to rising health concerns and stricter regulations on sugar content. The company responded by diversifying its product portfolio to include bottled water, teas, and low- or zero- calorie beverages, and reformulated existing products. As a marketing strategist, you are tasked with evaluating whether Coca-Cola’s strategic adaptations have been comprehensive and sustainable in maintaining its market leadership. Evaluate the effectiveness of Coca-Cola’s adaptation strategy in response to increasing health consciousness and regulatory pressures. Critique the company’s product innovation and marketing diversification, and assess whether these changes sufficiently address both consumer demands and competitive threats in the beverage industry. (5 Marks)
Ans 2a.
Introduction
Coca-Cola, once synonymous with sugary carbonated beverages, has faced significant challenges due to rising health consciousness, lifestyle changes, and global regulations restricting sugar consumption. Declining soft drink sales forced the company to rethink its strategy and diversify into healthier options. Coca-Cola’s response included reformulating products, expanding into bottled water, teas, and zero-calorie beverages, and repositioning its brand to align with evolving consumer preferences. Evaluating these strategic adaptations is critical to understand whether they are comprehensive, sustainable, and
Q2 (B) Starbucks transformed from a single coffee bean store in Seattle to a global brand by integrating premium products, a unique café experience, and a powerful brand identity. The company’s strategy included sourcing high-quality beans, creating a welcoming environment, and building an emotional connection with customers through its iconic branding. As Starbucks continues to innovate, it faces challenges from emerging competitors and changing consumer preferences. Assess the effectiveness of Starbucks’ integrated approach to products, services, and branding in creating exceptional customer value. In your evaluation, consider how the interplay of high-quality products, personalized service, and a strong brand identity contributed to Starbucks’ global expansion and customer loyalty. What potential improvements or alternative strategies could further enhance its competitive advantage? (5 Marks)
Ans 2b.
Introduction
Starbucks’ journey from a single Seattle coffee bean store to a global powerhouse reflects the power of an integrated strategy combining products, services, and branding. By offering premium-quality coffee, cultivating a welcoming café environment, and building a globally recognized brand identity, Starbucks has redefined the coffeehouse experience. Its ability to connect emotionally with customers has fueled loyalty and expansion. Yet, emerging competitors and shifting consumer preferences demand a reassessment of
Micro Economics & Macro Economics
Dec 2025 Examination
Q1. A popular coffee brand, BrewBuzz, has introduced a loyalty program offering every 6th coffee free. At the same time, a new health study revealed that moderate coffee consumption boosts productivity and reduces stress. These developments have attracted new customers and encouraged existing ones to buy more coffee.
Based on the above scenario, apply your understanding to identify whether this scenario reflects a movement along the demand curve or a shift of the demand curve. Discuss the direction of the shift and how this change could influence BrewBuzz’s sales volumes and potential pricing strategy. (10 Marks)
Ans 1.
Introduction
In economics, understanding the difference between a movement along the demand curve and a shift of the demand curve is crucial for analyzing consumer behavior and market outcomes. A movement along the demand curve happens when price changes lead to different quantities demanded, while a shift occurs when non-price factors, such as consumer preferences, income levels, or external influences, alter demand at all price levels. In the case of BrewBuzz, both a loyalty program offering every 6th coffee free and new health findings highlighting the benefits of moderate coffee consumption influence consumer behavior beyond simple price variations. These factors reshape the demand dynamics by creating stronger incentives to buy coffee, suggesting a shift in the demand
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Q2(A). A premium coffee chain, “Bean Bliss,” recently increased the price of its signature latte by 20% due to rising operational costs. Following this, the chain observed varied changes in sales across different outlets. In metropolitan cities, the sales remained almost unchanged, while in smaller towns, there was a significant drop in demand. Interestingly, customers who were highly brand loyal continued purchasing despite the price hike, whereas price-sensitive customers shifted to local coffee shops.
Analyze the above scenario and identify how different determinants of elasticity of demand—such as availability of substitutes, level of income, brand loyalty, time frame, share in total expenditure, competitive nature of the industry, and preferences/habits—are influencing the elasticity of demand for “Bean Bliss” in different markets. Provide a detailed explanation linking each determinant to the observed customer behavior. (5 Marks)
Ans 2a.
Introduction
Elasticity of demand explains how quantity demanded responds to a price change. After Bean Bliss raised latte prices by 20%, demand reacted unevenly across locations and consumer segments, revealing how context-specific determinants shape elasticity. Metropolitan outlets saw stable sales, smaller towns experienced sharp declines, and brand-loyal buyers persisted while price-sensitive customers switched. These outcomes can be systematically explained by the availability of substitutes, income levels, brand loyalty, time horizon, budget share, industry competitiveness, and consumer preferences or
Q2(B) A consumer electronics company, TechNova, is preparing to launch a next-generation smart home device. With no reliable historical data available, the management is considering using a structured approach to gather forecasts from industry experts, researchers, and experienced marketers. The process involves several rounds of anonymous feedback, with each round refining the estimates until a consensus is reached.
Evaluate the above demand forecasting method being used in the given scenario, and the technique in detail. You are required to justify whether this method is the most appropriate choice for TechNova, providing well-reasoned arguments supported by the nature of the product, market uncertainty, and the decision-making needs of the company. (5 Marks)
Ans 2b.
Introduction
Launching a next-generation smart home device without historical data pushes TechNova toward judgment-based forecasting. The described process—sequential, anonymous rounds with iterative feedback toward convergence—is the Delphi method. It aggregates dispersed expertise from researchers, marketers, and industry specialists while mitigating dominance and groupthink. For an innovative product facing uncertain adoption curves, evolving standards, and ecosystem dependencies, Delphi can create a reasoned, consensus-
Organizational Behavior
Dec 2025 Examination
Q1. A finance department manager at Technova observes that Team A, composed of young, outgoing professionals, excels in creativity and collaboration but struggles with consistency and deadlines. Team B, made up of experienced staff, is highly structured and task-focused but faces frequent interpersonal conflicts and lacks innovation. The manager wants to merge both teams for a critical project but is concerned about balancing their contrasting personalities and work styles. The HR manager is tasked with designing a team-building intervention that leverages the strengths of both teams while minimizing their weaknesses. Based on the scenario, how should the HR manager apply the Big Five personality traits model to design a team-building intervention that addresses both the creativity of Team A and the structure of Team B, ensuring improved productivity and reduced conflict? (10 Marks)
Ans 1.
Introduction
In organizational behavior, balancing diverse personalities and work styles is critical for maximizing team performance. The finance department manager at Technova faces the challenge of integrating two distinct teams with contrasting strengths and weaknesses. Team A, composed of younger professionals, is highly creative and collaborative but lacks discipline in meeting deadlines, while Team B, consisting of experienced staff, is structured and task-focused yet prone to conflict and resistant to innovation. This situation creates an ideal opportunity to apply the Big Five personality traits model as a framework for designing an effective team-building intervention. By addressing personality-driven differences in openness, conscientiousness, extraversion, agreeableness, and neuroticism, the HR manager can strategically blend the teams, ensuring improved creativity,
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Q2 (A) Google is renowned for its innovative and motivating work environment, offering employees autonomy (20% time for personal projects), transparency, recognition programs, and wellness benefits. The company encourages risk-taking and creativity, and invests heavily in employee well-being. However, as Google grows, some employees express concerns about maintaining the same level of motivation and engagement. Evaluate the motivational strategies used by Google, as described in the caselet, through the lens of Herzberg’s two-factor theory. (5 Marks)
Ans 2a.
Introduction
Motivation plays a pivotal role in sustaining productivity, creativity, and employee commitment in dynamic organizations. Google has consistently stood out as a global leader in building an engaging and innovative workplace through autonomy, wellness initiatives, and recognition programs. However, as the company expands, concerns emerge about sustaining the same motivational intensity. To evaluate Google’s strategies, Herzberg’s two-factor theory offers a relevant framework by distinguishing between
Q2(B) Emma, a results-driven team leader, hides her frustration from her team during stressful periods, leading to confusion and reduced support from her members. In contrast, Joseph, another team leader, openly shares his stress and vulnerabilities, fostering understanding and support from his team. Both leaders operate in a fast- paced organization where deadlines are critical, and team morale directly impacts productivity. Critically evaluate the approaches taken by Emma and Joseph in managing their emotional transparency with their teams, using the Johari Window framework. (5 Marks)
Ans 2b.
Introduction
Emotional transparency is a critical aspect of leadership in fast-paced organizations where trust and morale directly influence productivity. Emma, who conceals her stress, creates ambiguity among team members, while Joseph, who shares his vulnerabilities, builds understanding and collective resilience. The Johari Window framework provides an effective tool to analyze their leadership approaches, dividing self-awareness and disclosure into open, hidden, blind, and unknown areas. This framework highlights the
Quantitative Methods – I
Dec 2025 Examination
Q1. A telecommunications company is piloting a new internet service and surveys 250 randomly selected customers, finding that 162 express interest in subscribing. The marketing analyst is required to estimate, with 90% confidence, the proportion of the entire customer base likely to be interested in the new service. The analyst must apply the correct estimation approach for proportions and ensure the results are suitable for strategic decision-making. In this scenario, how should the marketing analyst apply the interval estimation formula for proportions to determine the confidence interval for the proportion of customers interested in a new service? Explain your reasoning and the steps involved. (10 Marks)
Ans 1.
Introduction
When a company is planning to launch a new product or service, estimating customer demand becomes an essential part of strategic decision-making. In the given case, a telecommunications company surveyed a sample of its customers to understand the level of interest in a new internet service. Since it is not possible to ask every customer in the entire population, the marketing analyst uses the method of interval estimation to infer the likely proportion of interested customers in the broader market. Interval estimation provides a range of values rather than a single point estimate, which allows for a more realistic understanding of uncertainty. By applying a confidence interval for proportions, the analyst can present reliable evidence to
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Q2(A). A financial advisory firm tracks client satisfaction rates for three advisors. Initially, the firm uses prior probabilities based on the number of clients per advisor. After a client reports high satisfaction, the firm wants to update the probability that this client was served by each advisor using Bayes’ theorem. The management is debating whether this approach will yield actionable insights for performance evaluation and resource allocation. Assess the appropriateness of applying Bayes’ theorem to revise probabilities in a financial advisory firm where new information about client satisfaction becomes available. What factors should the firm consider to ensure the revised probabilities are meaningful and actionable? Critically justify your evaluation. (5 Marks)
Ans 2a.
Introduction
When new evidence arrives, leaders want probabilities that reflect it. In a financial advisory firm, management begins with prior probabilities for which advisor served a client, based on each advisor’s client share. After a client reports high satisfaction, Bayes’ theorem offers a principled way to update those priors using each advisor’s observed high-satisfaction rates. Done well, this yields sharper attribution and supports targeted coaching, incentives, and scheduling. Done
Q2(B). A large financial institution is standardizing its risk analysis procedures. Some departments use Excel’s NORM.DIST and NORM.INV functions for normal distribution calculations, while others rely on the traditional z-table. Management is concerned about consistency, accuracy, and the ease of training new analysts. The institution must decide which method to adopt as the standard for all probability calculations. Assess the implications of using Excel’s NORM.DIST and NORM.INV functions versus the traditional z-table for probability calculations in a large financial institution. How should the institution weigh the trade-offs between computational efficiency, accuracy, and interpretability when standardizing probability analysis across departments? (5 Marks)
Ans 2b.
Introduction
A large financial institution needs consistent, auditable probability work. Different teams currently use either spreadsheet functions or printed tables to compute normal probabilities and quantiles. The choice affects speed, accuracy, training, and controls. While z-tables build intuition, they introduce interpolation and transcription errors. Spreadsheet functions are faster and more precise but can become opaque or misused without standards. The right policy should
Question Samples for NMIMS SEPT 2025 season→
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NMIMS 1st sem Questions sample
Business Communication
Sep 2025 Examination
Q1. A marketing team aims to boost brand awareness and engagement. How can they effectively utilize information and content-sharing sites by curating relevant content and fostering user-generated contributions? (10 Marks)
Q2. A TechEd company faces financial difficulties, necessitating the termination of annual bonuses and a 15% staff reduction. From a business communication perspective, what key elements should TechEd’s management consider when planning and drafting their announcement to employees to ensure the negative news is delivered effectively, minimizes negative emotional impact, and preserves employee trust and morale? (10 Marks)
Q3(A). A recent graduate struggles to articulate their diverse experiences into a cohesive professional narrative. How can “Writing the Story of You” be instrumental in crafting a compelling resume that resonates with potential employers? (5 Marks)
Q3(B) A job seeker is struggling to differentiate their resume in a highly competitive market, often feeling their applications are generic. How can “Adapting Your Resume to Your Audience” be leveraged to create a more impactful and targeted application? (5 Marks)
Financial Accounting
Sep 2025 Examination
Q1. Apply the accounting cycle to a mid-sized technology company that is transitioning from manual to automated accounting systems. How would you ensure the accuracy and consistency of financial records throughout each stage of the cycle, and what challenges might arise during this transition? (10 Marks)
Q2. A firm’s trial balance as at 31st March 2024 shows: – Opening Inventory: Rs.3,00,000 – Purchases: Rs.12,00,000 – Sales: Rs.18,00,000 – Sales Returns: Rs.60,000 – Wages: Rs.1,50,000 (includes Rs.30,000 paid in advance for next year) – Carriage Inward: Rs.40,000 – Carriage Outward: Rs.25,000 – Administrative Expenses: Rs.1,20,000 (Rs.10,000 outstanding) – Rent Paid: Rs.90,000 (includes Rs.20,000 prepaid) – Depreciation on Equipment: To be provided at 12% p.a. on Rs.5,00,000 (equipment purchased 1st July 2023) – Bad Debts: Rs.12,000 – Provision for Doubtful Debts (1st April 2023): Rs.18,000 – Sundry Debtors: Rs.2,00,000 – Additional Provision required: 6% of closing debtors after bad debts – Accrued Commission Income: Rs.15,000 (not yet recorded) – Capital: Rs.8,00,000 – Drawings: Rs.1,20,000 – Closing Inventory (physical count): Rs.2,50,000 Required: Prepare the Income Statement for the year ended 31st March 2024, incorporating all necessary adjustments, and compute the closing value of Sundry Debtors to be shown in the Balance Sheet. Show all workings and justify each adjustment. (10 Marks)
Q3 (A) Create a comprehensive framework for a multinational corporation to ensure the effective application of accounting concepts and conventions (such as consistency, conservatism, disclosure, and materiality) in its financial reporting, especially during periods of financial uncertainty. Justify how your framework would maintain stakeholder trust and regulatory compliance. (5 Marks)
Q3 (B) Formulate a comprehensive approach reporting for a conglomerate with multiple subsidiaries to present consolidated financial statements, including the statement of changes in equity, that align with both Indian and international financial reporting standards, and address challenges related to minority interests and cross-border operations. (5 Marks)
Marketing Management
Sep 2025 Examination
Q1. Apply the concept of buying decision behavior to recommend how a new brand entering the snack food market should tailor its marketing strategies for consumers exhibiting variety-seeking behavior. Justify your recommendations using relevant consumer behavior theories. (10 Marks)
Q2. Analyze how changes in economic conditions, such as inflation or recession, can influence a company’s pricing strategy, and evaluate the steps a company should take to maintain profitability and brand value during such periods. (10 Marks)
Q3(A) Design a product mix strategy for a company seeking to expand its market presence by introducing new product lines and variations, while maintaining brand consistency and customer loyalty. (5 Marks)
Q3(B) Design a customer value-driven marketing plan for a mid-sized organic snack company facing increased competition from larger firms, ensuring the plan leverages digital marketing, product differentiation, and customer relationship management for long-term success. (5 Marks)
Micro Economics & Macro Economics
Sep 2025 Examination
Q1. You are a market analyst working with a leading Indian retail chain that offers both premium and budget product lines across multiple categories such as groceries, personal care, and home essentials. The company has recently observed that changes in the prices of certain items and shifts in consumer income are affecting customer purchasing patterns, particularly in the FMCG segment. The management has asked you to analyze how the income effect, price effect, and substitution effect influence consumer choices and equilibrium in such a dynamic retail environment.
Using practical examples from the Indian retail sector—such as consumers choosing between branded atta (wheat flour) and local alternatives, or shifting from premium to budget shampoos—analyze how these economic concepts impact consumer equilibrium and inform product placement and pricing strategies. (10 Marks)
Q2. Assess the limitations and exceptions to the law of demand and law of supply and argue how understanding these exceptions is crucial for policy makers and business leaders in volatile markets. (10 Marks)
Q3(A). Devise a comprehensive production strategy for a manufacturing firm facing increasing demand, ensuring optimal utilization of both fixed and variable factors in the short run and the long run. Justify your approach by applying the Law of Variable Proportions in the short run and Returns to Scale in the long run to align production theory with practical planning, thereby ensuring resource efficiency and market responsiveness. (5 Marks)
Q3(B). Critically evaluate the market structure of the aviation industry, where a limited number of large airlines dominate air travel routes both domestically and internationally. Identify and justify the most appropriate market structure for this industry and analyze key features such as price rigidity, non-price competition, and high entry barriers. Assess how these features influence market behavior, pricing strategies, and competition. (5 Marks)
Organizational Behavior
Sep 2025 Examination
Q1. Ravi is a project manager at a fast-growing fintech startup in Pune. Over the past few weeks, the team has been working on a critical product launch with tight deadlines. Several team members have reported increased fatigue, irritability, and even minor health issues. Ravi observed that although productivity hasn’t dropped significantly, the team’s morale is declining, and absenteeism is slightly rising. Some employees have expressed feeling overwhelmed due to excessive workload, lack of work-life balance, and unclear expectations from leadership. Using the types and sources of stress evident in the case analyze the case. How can Ravi apply appropriate stress management strategies to address the issues? Support your answer with relevant concepts. (10 Marks)
Q2. Varnika Robotics, an emerging player in the field of industrial automation in Pune, was known for its innovation-driven culture and highly skilled workforce. The company recently appointed Mr. Shaan Mehra as the head of the R&D division. A highly qualified professional with international exposure, Shaan brought with him a data-driven approach and a strong belief in transformational leadership. Shaan immediately implemented weekly brainstorming meetings, encouraged knowledge sharing, and introduced a mentorship model for junior engineers. While many welcomed his collaborative style and openness to experimentation, a few senior team members who were used to a more directive and hierarchical style of leadership under the former head, expressed discomfort and resistance. As project delays and internal friction began surfacing, the CEO, Ms. Pallavi Deshmukh, started questioning whether Shaan’s leadership style was the right fit for the current context of the team. Evaluate the effectiveness of Shaan Mehra’s leadership approach in the context of the current team dynamics at Varnika Robotics. Should the company continue with this style or consider a change? Justify your answer with leadership theory. (10 Marks)
Q3 (A) At BlueNova Textiles, a Surat-based firm, management launched a sustainability drive urging eco-friendly practices. While many supported the move, Meera, a senior supervisor, dismissed it as “extra work with little value.” Aarav, the new sustainability officer, believes changing employee attitudes is key and consults HR to create a strategy that encourages buy-in.
As an HR team member, analyze and suggest a concise intervention to shift employee attitudes toward sustainability by addressing the three components of attitude. (5 Marks)
Q3(B). At SkyWare Solutions, a tech startup, a peer learning initiative was introduced where junior developers could shadow senior coders. Most juniors, like Anaya, improved significantly after the program. However, Ishaan, despite regular attendance, showed minimal improvement. Team lead Kiran observed that Anaya had been paired with Zubin, a senior who explained concepts patiently and modeled best practices. Ishaan shadowed Manav, a top performer who worked fast but rarely explained his logic or interacted during the process. Kiran wonders why the same learning method produced different outcomes.
Analyze the differing learning outcomes for Anaya and Ishaan using Social Learning Theory. Why did the same method result in varied effectiveness? (5 Marks)
Quantitative Methods – I
Sep 2025 Examination
Q1. A rare event occurs in a large population with probability 0.0004 per individual per year. In a city of 20,000 individuals, the event is tracked annually. (a) Using the Poisson approximation, compute the probability that in a given year, at least 10 but no more than 15 individuals experience the event. (b) If the city is divided into 4 equal districts, and the event occurrences are independent, what is the probability that at least one district records at least 5 occurrences in the same year? Show all steps, including justification for the use of the Poisson approximation and all intermediate calculations. (10 Marks)
Q2. A light bulb’s lifetime (in hours) is normally distributed with unknown mean \mu and known standard deviation =50 hours. A sample of 35 bulbs shows an average lifetime of 1200 hours. The company wants to ensure that at least 90% of bulbs last more than 1100 hours. Find the maximum mean lifetime that satisfies this and check if the sample supports this claim. (10 Marks)
Q3(A)A bakery claims that at least 60% of its customers are satisfied with their new bread recipe. To test this, a sample of 50 customers is surveyed, and 27 say they are satisfied. At the 5% significance level, test whether the bakery’s claim is true. (5 Marks)
Q3(B) Suppose you are given a dataset of 10 observations where the independent variable X is the monthly advertising spend (in $1000s) and the dependent variable Y is the monthly sales (in $10,000s). The regression equation Y = a + bX is fitted, and the following is known: the sum of squared residuals (SSE) is 180, the total sum of squares (SST) is 600, and the explained sum of squares (SSR) is 420.
(a) Calculate the coefficient of determination (R²) and interpret its meaning.
(b) If the standard error of the regression is required for a 95% confidence interval for a forecast at X = 15, compute the standard error given n = 10 and k = 1.
(c) If the regression equation is Y = 2.5 + 1.8X, estimate the 95% confidence interval for the predicted sales when X = 15, using z = 1.96.
Show all steps and justify the use of each value. (5 Marks)
Quantitative Methods – I
Sep 2025 Examination
Q1. A rare event occurs in a large population with probability 0.0004 per individual per year. In a city of 20,000 individuals, the event is tracked annually. (a) Using the Poisson approximation, compute the probability that in a given year, at least 10 but no more than 15 individuals experience the event. (b) If the city is divided into 4 equal districts, and the event occurrences are independent, what is the probability that at least one district records at least 5 occurrences in the same year? Show all steps, including justification for the use of the Poisson approximation and all intermediate calculations. (10 Marks)
Q2. A light bulb’s lifetime (in hours) is normally distributed with unknown mean \mu and known standard deviation =50 hours. A sample of 35 bulbs shows an average lifetime of 1200 hours. The company wants to ensure that at least 90% of bulbs last more than 1100 hours. Find the maximum mean lifetime that satisfies this and check if the sample supports this claim. (10 Marks)
Q3(A)A bakery claims that at least 60% of its customers are satisfied with their new bread recipe. To test this, a sample of 50 customers is surveyed, and 27 say they are satisfied. At the 5% significance level, test whether the bakery’s claim is true. (5 Marks)
Q3(B) Suppose you are given a dataset of 10 observations where the independent variable X is the monthly advertising spend (in $1000s) and the dependent variable Y is the monthly sales (in $10,000s). The regression equation Y = a + bX is fitted, and the following is known: the sum of squared residuals (SSE) is 180, the total sum of squares (SST) is 600, and the explained sum of squares (SSR) is 420.
(a) Calculate the coefficient of determination (R²) and interpret its meaning.
(b) If the standard error of the regression is required for a 95% confidence interval for a forecast at X = 15, compute the standard error given n = 10 and k = 1.
(c) If the regression equation is Y = 2.5 + 1.8X, estimate the 95% confidence interval for the predicted sales when X = 15, using z = 1.96.
Show all steps and justify the use of each value. (5 Marks)
Business Communication
Dec 2024 Examination
Q1: Jyoti, a seasoned marketing executive, was tasked with presenting a new product
launch strategy to two very different audiences: the company’s senior management team
and a group of young, tech-savvy consumers. She knew that a one-size-fits-all approach
wouldn’t be effective. She needed to adapt her message and delivery to resonate with each
group. What factors must Jyoti keep in mind for controlling the style and tone for each
of her audience? (10 Marks)
Ans 1.
Introduction
Effective communication is crucial for any marketing strategy, especially when addressing
different target audiences. Jyoti, as an experienced marketing executive, must recognize that
the senior management team and young, tech-savvy consumers represent two distinct groups,
each with its own preferences, expectations, and communication styles. The senior
management team is likely focused on strategic insights, financial implications, and business
outcomes. On the other hand, the tech-savvy consumer group will be interested in innovation,
features, user experience, and trends. Therefore, Jyoti needs to adjust her presentation style,
language, and approach to cater to these divergent needs. Understanding the audience’s
background, preferences, and expectations will allow Jyoti to effectively tailor her message,
making it engaging, relevant, and impactful for both groups. This approach ensures that the
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Q2: (A) Anand Industries, a giant into Indian sweets and snacks, is primarily reliant on
emails and phone calls for their business. They now want to use more modern digital tools
for business communication and managing workflow. What are some of the digital tools
the company can use to enhance their business communication? (5 Marks)
Ans 2A.
Introduction
In today’s digital era, relying solely on emails and phone calls is insufficient for efficient
business communication. Anand Industries, a leader in the Indian sweets and snacks market,
needs to integrate modern digital tools to streamline communication, improve workflow, and
enhance collaboration. By leveraging innovative platforms and software, the company can
ensure smoother internal communication, better project management, and improved customer
(B) What ethical communication practices must Anand Industries keep in mind while
using digital communication tools?
Ans 2B.
Introduction
In the digital age, as Anand Industries adopts modern communication tools to enhance
workflow and connectivity, it is crucial to maintain ethical communication practices. Ethical
communication not only upholds the company’s values but also fosters trust, transparency, and
integrity in interactions with employees, customers, and stakeholders. In the context of using
digital platforms like project management software, instant messaging apps, and CRM systems,
e
Financial Accounting
Dec 2024 Examination
Q1. Given the following information of ABC Ltd. as of March 31st:
1. Revenue: Rs. 5,00,000
2. Cost of Goods Sold (COGS): Rs. 3,00,000
3. Operating Expenses: Rs. 80,000
4. Depreciation: Rs. 30,000
5. Tax Rate: 30%
Prepare the Income Statement and calculate the Net Profit after Tax. Additionally,
evaluate how the inclusion of non-cash items like depreciation affects the financial
position of the company, and discuss its significance in decision-making for stakeholders.
(10 Marks)
Ans 1.
Introduction
An Income Statement, also known as a Profit and Loss (P&L) Statement, is a key financial
document that summarizes a company’s revenues, expenses, and profits over a specific period.
It serves as a critical tool for stakeholders, such as investors and creditors, to assess the
company’s profitability and financial health. For ABC Ltd., the provided data will be used to
construct an Income Statement for the financial year ending March 31st. Additionally, we will
calculate the Net Profit after Tax to determine the company’s earnings performance.
A unique aspect of this analysis includes the impact of non-cash items, such as depreciation.
Although depreciation does not represent an actual cash outflow, it affects net income and
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Q2A. Compare and contrast the role of journal entries and ledger accounts in the
accounting process. How does the relationship between these two elements ensure
accurate financial reporting? Support your answer with examples. (5 Marks)
Ans 1.
Introduction
In financial accounting, journal entries and ledger accounts are fundamental components that
form the backbone of the accounting process. Journal entries record business transactions in a
chronological manner, while ledger accounts categorize and summarize these transactions
based on specific accounts (e.g., cash, sales). Together, they provide a clear and structured
method to track a company’s financial activities, ensuring accurate and complete financial
reporting. Let’s explore their roles, differences, and how they work together to maintain the int
Q2B. Analyze how changes in accounting policies, such as revenue recognition, can alter
the interpretation of a corporation’s financial performance and position. Discuss the
potential implications for investors and creditors using real-life corporate examples. (5
Marks)
Ans 2b.
Introduction
Accounting policies, like revenue recognition, play a critical role in presenting a company’s
financial performance and position. Changes in these policies can significantly affect how
income, expenses, and profits are reported, influencing stakeholders’ perception of a company’s
financial health. Revenue recognition determines when and how revenue is recorded, and any
changes can alter reported earnings. Investors, creditors, and other stakeholders rely on
Marketing Management
Dec 2024 Examination
Q1 Scenario: XYZ Corporation, a leading fashion retailer, traditionally caters to middleaged
consumers.
Due
to
demographic
shifts,
there
is
a
growing
interest
among
younger
consumers with different tastes and
purchasing
behaviors.
Task:
As a marketing manager, propose a revised marketing strategy for XYZ Corporation.
Address the demographic shift, and justify your recommendations using relevant
marketing theories and concepts.
Ans 1.
Introduction
XYZ Corporation is a prominent retailer in the fashion industry, traditionally focused on
serving middle-aged consumers. However, recent shifts in demographics indicate a growing
interest from younger consumers. These younger demographics, typically Gen Z and
Millennials, differ significantly in their preferences, shopping habits, and values. Unlike the
older generation, these consumers seek trendy, sustainable, and unique products and are highly
influenced by digital trends, social media, and online influencers.
To remain competitive and increase market share, XYZ Corporation must adapt its marketing
strategy to meet the needs of these younger consumers. This adaptation involves understanding
th
ly bridge the gap between its traditional and emerging consumer segments.
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Q2(A): A consumer electronics company wants to expand into the business market by
offering bulk sales to corporate clients. Explain two key differences between business
markets and consumer markets, with examples.
Ans 2A.
Introduction
A consumer electronics company looking to expand into the business market must understand
the fundamental differences between business markets (B2B) and consumer markets (B2C).
While consumer markets focus on individual buyers, business markets target organizations,
corporations, or businesses that purchase products in bulk for operational use or resale.
Understanding these differences is crucial for developing an effective marketing strategy
tailored to meet the specific needs and expectations of corporate clients, ensuring successful
Q2(B): The same electronics company is experiencing declining sales for its flagship
product and plans to initiate an internal idea generation process. Discuss the effectiveness
of using internal resources for new product ideas, highlighting potential challenges and
benefits.
Ans 2B.
Introduction
The consumer electronics company faces declining sales for its flagship product and aims to
rejuvenate its portfolio through an internal idea generation process. Internal idea generation
leverages the company’s existing talent, expertise, and industry knowledge to create innovative
product solutions. By utilizing in-house teams for brainstorming and development, the
company hopes to capitalize on its employees’ insights and reduce the time needed for product
id
Micro Economics & Macro Economics
Dec 2024 Examination
Q1: The COVID-19 pandemic of 2020 caused significant disruptions to international
business operations because numerous firms relied on suppliers from different nations,
notably China. Many companies used lean production methods and kept low inventories
in order to cut costs. However, this made them susceptible to supply chain interruptions.
For instance, worldwide supply lines for electronics, including parts for laptops and cell
phones, were impacted when lockdowns forced Chinese facilities to close. The fact that a
large portion of auto parts were made in China presented difficulties for auto makers as
well, resulting in major global production halts.
What impact would the COVID-19 worldwide lockdowns have on Europe’s supply curves
for consumer electronics and auto factories? Explain your observations about the
aforementioned scenario, emphasizing the supply side and the shift in the supply curve.
(Note: You can make assumptions as per the requirement of the case.) (10 Marks)
Ans 1.
Introduction
The COVID-19 pandemic in 2020 created unprecedented disruptions in global supply chains,
particularly impacting industries heavily reliant on international suppliers, such as consumer
electronics and the automotive sector. Europe, like many other regions, faced severe
consequences as a result of lockdowns, especially in China, which is a major supplier of critical
components. Lean production strategies, which emphasize minimal inventory to reduce costs,
became a double-edged sword, leading to significant vulnerabilities when supply chains were
interrupted. As a result, many European firms found themselves unable to source key parts,
halting production and affecting availability in the market. This supply shock led to shifts in s
Q2 (A): The London “black cab” taxis are amongst some of the most expensive in the
world. They compete to some extent with minicabs, which tend to be cheaper. However,
minicabs are not allowed to pick up customers off the street; they have to be booked in
advance, and their drivers do not have to memorize a London street map. Minicabs
operate in a more competitive market and require less of the drivers. Black cab (licensed)
cab drivers must pass a background check and medical test and pay fees over 200 pounds.
This may help to ensure that passengers are safe and drivers are accountable, but it also
means that they have a monopoly on picking up people on the streets. Elaborate on the
given market structure (Black cabs and Minicabs) and discuss the implications for
markets with high barriers to entry. (5 Marks)
Ans 2A.
Introduction
The London taxi market is an illustrative example of a market segmented by regulatory barriers,
specifically in the contrast between “black cabs” and “minicabs.” Black cabs, known for their
iconic appearance and premium rates, hold exclusive rights to pick up customers off the street,
a privilege secured through strict licensing requirements. Minicabs, though cheaper and less
regulated, cannot legally pick up street passengers without prior booking. This structure,
highlighting the impact of regulatory and economic barriers, provides insights into competitive
dynamics and consumer implications within markets with high entry barriers.
Concept and Application
The distinct market structure of London’s black cabs and minicabs arises from different
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Q2(B): The two main industries driving Zamland’s economy are manufacturing and
agriculture. The government aims to optimize production in both areas, given its limited
financial resources and workforce of ten thousand individuals. In order to improve
economic well-being, a balance between agricultural produce and manufactured items is
desired.
Based on resource allocation, the Zamland PPC (Production Possibility Curve) shows
different production combinations for manufactured items and agricultural goods.
The PPC for Zamland illustrates various production combinations for agricultural goods
and manufactured products based on resource allocation.
Production
Combinations
(Hypothetical Table)
Agricultural Goods
(Units)
Manufactured Products
(Units)
Point A
500
0
Point B
400
50
Point C
300
80
Point D
200
100
Point E
100
120
Point F
0
140
Explain the concept of Production Possibility Curve and the scarcity in Zamland that is
reflected in the production possibility curve in the given scenario. You are also required
to share your views on the implications of operating inside the production possibility
curve in Zamland and what does it suggest about resource utilization? (5 Marks)
Ans 2B.
Introduction
The Production Possibility Curve (PPC) is an economic tool that illustrates the trade-offs and
opportunity costs a country faces when allocating resources between different goods. In
Zamland, the PPC shows the production possibilities between two vital industries: agriculture
and manufacturing. With limited financial resources and a workforce of 10,000, Zamland must
strategically balance these sectors to optimize economic output. Understanding the PPC allows
Organizational Behavior
Dec 2024 Examination
Q1. Nisha, as a head of operations at a mid-sized manufacturing company, has a team
that is diverse in both experience and motivation levels. The company has recently
undergone a turnaround process, that has left some employees feeling insecure about
their future roles. Nisha observes that some of her team members are highly motivated
and consistently exceed their targets. A few others seem disengaged and often struggle to
meet their goals.
As an OB expert, Nisha is considering different motivational strategies to improve team
performance. She is aware that a one-size-fits-all approach may not work. Based on
motivation theories (Maslow’s Hierarchy of Needs, Herzberg’s Two-Factor Theory, and
Vroom’s Expectancy Theory), evaluate the possible reasons for the varying levels of
motivation in Nisha’s team. Recommend strategies Nisha could implement to boost
motivation across the team, considering both intrinsic and extrinsic motivators. (10
Marks)
Ans 1.
Introduction
In the modern business environment, motivation plays a crucial role in achieving organizational
success. For leaders like Nisha, managing a diverse team with varying levels of experience,
skills, and motivation can be challenging, especially after a significant organizational change.
Motivation is the driving force that encourages employees to meet their goals and contribute
effectively to the organization. However, due to the recent turnaround process, some team
members may feel insecure about their roles, which can impact their engagement levels. The
disparity in motivation levels within Nisha’s team suggests that a single approach may not
suffice. Utilizing well-established motivational theories such as Maslow’s Hierarchy of Needs,
Herzberg’s Two-Factor Theory, and Vroom’s Expectancy Theory, Nisha can develop a more
tailored strategy that addresses each team member’s unique needs and motivations. By
understanding these theories and applying them effectively, Nisha can foster a more motivated,
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Q2 (A) Vidya is a project leader at an IT company, and her team has individuals with
varying levels of experience and cultural backgrounds. Recently, she noticed a
disagreement and arguments between two team members, Richard and Pallavi. Richard
believes that Pallavi is not contributing enough to the team’s success, while Pallavi feels
that Richard undermines her ideas and doesn’t give her the opportunity to share her
thoughts.
As their leader, Vidya wants to understand the situation better and resolve the issue.
Based on the concept of human perception, explain how Vidya can use her understanding
of the key stages of perceptual processes to address the situation between Richard and
Pallavi. (5 Marks)
Ans 2A.
Introduction
Conflict in diverse teams is common, especially when individuals hold different perspectives
on contributions and recognition. As a project leader, Vidya faces a challenge in resolving a
conflict between two team members, Richard and Pallavi. Richard perceives Pallavi as less
contributive, while Pallavi feels undermined. Vidya can use her understanding of the perceptual
process to assess how each team member’s perception influences their actions and emotions,
ultimately guiding them toward a more collaborative relationship.
Concept and Application
Perception plays a critical role in interpersonal relationships, as individuals interpret i
Q2 (B) Brijesh, a senior manager at a retail company, is preparing his department for the
launch of a new product line. During a meeting, he notices a clear division in attitudes of
subordinates: some, like Ashish and Mohan, express strong support for the company’s
focus on sustainability, driven by their personal values of environmental responsibility.
Others, like Dinesh and Eshwar, are more skeptical, focusing on the potential financial
risks of this shift.
Analyze how the alignment (or misalignment) of personal values with workplace attitudes
can impact the department’s performance. (5 Marks)
Ans 2B.
Introduction
In any workplace, the alignment between employees’ personal values and organizational goals
significantly impacts morale, commitment, and performance. In Brijesh’s department, a divide
exists between those who value sustainability and those who prioritize financial stability.
Ashish and Mohan align with the company’s sustainability focus, while Dinesh and Eshwar
remain skeptical due to financial concerns. Understanding how these differences affect
workplace attitudes and performance can help Brijesh foster a balanced environment that
Quantitative Methods – I
Dec 2024 Examination
Q1. Explain the following concepts:
Difference between point estimate and interval estimate. (2 Marks)
Concept of confidence interval for any estimate (Mean / Proportion). (2 Marks)
And solve the following question
A sample of 30 students’ test scores is randomly selected from a large class. The sample
has a mean score of 85 points and a standard deviation of 6 points. Calculate the 99%
and 95% confidence intervals for the population mean. (6 Marks)
(10 Marks)
Ans 1.
Introduction
Estimation is a fundamental aspect of statistics used to draw inferences about population
parameters based on sample data. In any study or research where it is impractical to gather
information from every member of a population, estimation provides a practical alternative by
allowing us to make educated guesses about the population based on a sample. There are two
primary types of estimates: point estimates and interval estimates. A point estimate provides a
single value as an estimate of a population parameter, while an interval estimate provides a
range within which the parameter is expected to fall, offering a degree of confidence in the
estimate. The concept of confidence intervals, which is part of interval estimation, allows
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Q2 (A) The monthly rent paid by a group of 15,000 tenants in a city is found to be
normally distributed with a mean of ₹12,000 and a standard deviation of ₹1,500. Answer
the following questions:
a) What is the probability that a tenant selected at random pays more than ₹10,500 in
rent?
b) What is the probability that a tenant selected at random pays more than ₹14,700 in
rent?
(5 Marks)
Ans 2A.
Introduction
Probability distributions are essential in understanding data patterns, especially in large
datasets like monthly rents for tenants. In this case, rent data for 15,000 tenants follows a
normal distribution, with a mean of ₹12,000 and a standard deviation of ₹1,500. Understanding
how likely a particular rent is can provide insights into expected costs for tenants and property
managers. Here, we calculate the probabilities of rents being above certain values using
concepts from the normal distribution and Z-scores.
Concept and Application
A normal distribution, often called a bell curve, is a continuous probability distribution
Q2 (B) A pharmaceutical company claims that its new drug reduces the average recovery
time from the flu to less than 7 days. Historically, the average recovery time for the flu
without the drug is 7 days. To test this claim, the company conducted a study with 50
patients who took the new drug. The sample mean recovery time was 6.5 days with a
population standard deviation of 2 days. Can we accept the company’s claim at the 5%
level of significance? (5 Marks)
Ans 2B.
Introduction
In hypothesis testing, pharmaceutical companies often use statistical methods to validate claims
about new drugs. Here, a company claims that its new drug reduces the average recovery time
from the flu to less than 7 days, a significant improvement from the historical average of 7
days. To test this claim, a sample of 50 patients was studied, revealing an average recovery
time of 6.5 days. We will use a one-sample Z-test at a 5% significance level to determine if the