Case Study You are the Superintendent of Police in a district known for its complex social dynamics and occasional communal tensions. Recently, a prominent religious leader from the majority community was arrested for alleged hate speech against minority groups. The arrest, though legally justified, has sparked widespread protests and unrest among his followers, who claim it's a politically motivated action. As tensions escalate, you receive intelligence that a group of extremists is planning to vandalize minority-owned businesses and places of worship in retaliation. Your sources suggest that arresting the key instigators before they act could prevent the violence. However, you also learn that one of the main orchestrators is the son of a powerful state minister. Your immediate superior, the Inspector General, subtly hints that proceeding with these preventive arrests might negatively impact your career prospects, suggesting instead to increase general police presence and deal with any incidents "as they occur." As the clock ticks and tensions rise, you must make a decision that balances your duty to maintain law and order, your career aspirations, and the complex social dynamics of your district. 1. Who are the key stakeholders involved in this situation? 2. What are the ethical dilemmas involved in this situation? 3. What will be your course of action, considering the potential risks to public safety, political pressure, and your ethical responsibility.

Amrita, a young IAS officer, has joined a government department. After working for a while in this department, she realizes that the position of women staff is subservient to male staff. The male staff does not want to take orders from senior women officers. Moreover, women are not taken on serious departmental projects and are discouraged from participating in such projects. Amrita through informal channels comes to know that even the Head of the Department is of the same mindset and believes that women should not be sent to this department. Discuss the course of action Amrita should take so that the work culture becomes conducive for women.

Case Study: You are the Sub-Divisional Magistrate (SDM) of a flood-affected district. Thousands of people have been displaced in the recent floods. The state government has sent an emergency relief fund that is significantly lower than what is required. You are instructed to distribute it “based on urgency and vulnerability.” However, you face the following situation: 1. Village A is politically influential. The local MLA pressures you to allot a major share of relief funds there. He hints that “future cooperation” will depend on your decision. 2. Village B is severely affected, but it has poor road connectivity. Delivering aid there will take extra time and resources. 3. Village C has fewer casualties but houses a large migrant labour population that lacks documents required for official relief distribution. 4. Your field staff privately suggests that you divert some funds for logistics (vehicles, fuel, meals). Official guidelines prohibit this, but without these expenses, delivery to remote areas will be delayed. 5. The media is reporting that the administration is “slow and careless,” adding further pressure. You must decide how to allocate the limited resources fairly, efficiently, and ethically, while handling political pressure, administrative constraints, and humanitarian concerns. Question: Q1. Identify the major ethical issues involved in this situation. Q2. As the SDM, outline the options available to you. Evaluate each option using ethical principles. Q3. What would be your final course of action? Justify your decision with proper reasoning, referencing ethical theories and principles of public service.

Case Study You are the District Collector of a drought-prone area. The government has allocated funds for a major irrigation project that promises to benefit thousands of farmers. However, during the initial survey, it's discovered that the project will require the displacement of a small tribal community of 500 people from their ancestral lands. The community lacks formal land ownership documents but has been living there for generations. They are unwilling to move, citing cultural and spiritual connections to the land. As you begin stakeholder consultations, you learn that some influential local politicians and businessmen stand to gain significantly from the irrigation project. They are pressuring you to expedite the process and minimize interaction with the tribal community. Meanwhile, a group of environmental activists has raised concerns about the project's potential negative impact on the local ecosystem, particularly on a rare species of fish found only in the river that will be diverted for irrigation. You have to navigate the situation with sensitivity and balance competing interests. A. What are the stakeholders involved in this case? B. What are the ethical dilemmas you face as the District Collector in this situation? C. Outline the steps you would take to address this situation, ensuring a balance between development goals and the rights of the tribal community. How would you ensure transparency and fairness in the process?

Case Study Suman was a young,idealistic development officer in a district panchayat. After joining the District, she studied about its social and economic situation. She consulted various plan documents and looked at the social and economic parameters of the district. She found that the district is relatively better off than other districts in terms of irrigation, crop diversification and industry. But its social indicators were poor with high infant mortality rate, high maternal mortality rate and low literacy percentage among women. Based on his analysis, Suman thought that large investments in the social sector will be necessary inorder to tackle these problems. The panchayat was an elected body. It has decided to spend 40% of its budget on minor irrigation. Suman felt that the large allocation to minor irrigation will benefit land owning farmers and starve other social programmes. What are the ethical issues involved in the case. What are the options available to her and which would be the most appropriate step that can be taken.

Case Study You are a senior executive at a large healthcare organization that has recently implemented an artificial intelligence (AI) system to assist doctors in diagnosing and treating patients. The system uses machine learning algorithms to analyze patient data, identify patterns and predict outcomes. It has been designed to improve patient outcomes and reduce costs. However, the system has recently come under scrutiny from the media, patient groups and regulators who are concerned about the ethical implications of using AI in healthcare. There are concerns that the system may be biased, as it has been trained on data that may not represent all patient populations. There are also concerns about the potential loss of privacy and autonomy for patients, as their data is being collected and analyzed without their explicit consent. You have been tasked with addressing these ethical concerns and ensuring that the healthcare organization is operating in a responsible and ethical manner. What steps will you take to address biases in AI systems and ensure that they are transparent and accountable?

Case Study Mr. Aditya Sharma is serving as the District Magistrate of a rapidly growing district where the state government has recently introduced an AI-based system to identify beneficiaries for welfare schemes such as housing subsidies, scholarships, and pension benefits. The system uses multiple datasets—income records, property ownership, electricity consumption, and bank transactions—to automatically generate a list of eligible beneficiaries. The government promotes the system as a major reform to improve efficiency, reduce corruption, and ensure objective targeting of welfare benefits. Initially, the new system significantly reduces manual processing and speeds up the delivery of benefits. However, during public grievance hearings, Mr. Sharma begins receiving numerous complaints from genuinely poor families who have been excluded from the beneficiary list. Upon investigation, he discovers that the algorithm relies heavily on digital and financial data. As a result, many informal-sector workers, migrant families, and people without regular digital footprints are being wrongly classified as “ineligible.” At the same time, some relatively well-off households with incomplete or outdated records have been included in the beneficiary list. Civil society organisations accuse the administration of creating “digital exclusion”, arguing that excessive reliance on automated decision-making ignores ground realities. When Mr. Sharma raises these concerns with higher authorities, he is advised to continue using the system because it is a flagship governance reform that demonstrates the government's commitment to transparency and technology-driven administration. Officials argue that questioning the system may undermine public confidence in digital governance. Meanwhile, media reports and social activists are increasingly highlighting cases of exclusion, portraying the administration as insensitive to the needs of vulnerable populations. Mr. Sharma must decide how to address these concerns while balancing technological efficiency, fairness, and accountability in welfare delivery. Questions 1. Identify the ethical issues involved in the above case. 2. What options are available to Mr. Sharma? Evaluate the merits and demerits of each option. 3. What course of action should Mr. Sharma adopt to ensure both administrative efficiency and ethical governance? Justify your answer.