GS-4· GS-IV
Public sector case studies: worked answers for administration dilemmas
Eleven worked case studies for GS-4: bribery pressure, whistleblowing, political interference, disaster triage, land acquisition, tender rigging, corrupt subordinates, communal fault lines and RTI transparency, each resolved step by step.
Public-sector case studies are the UPSC's way of placing you inside an administrator's chair before you have earned it. Each case hands you a messy, real-world situation, a bribe offered, a superior's questionable order, a disaster unfolding, a riot brewing, and asks you to think, decide and justify like a civil servant already in service. They carry 20 or 25 marks in the GS-4 paper, which makes them the single highest-value question type in the entire ethics syllabus. Marks here do not come from memorised theory but from structured moral reasoning: naming the conflict honestly, weighing every option with its merits and demerits, and committing to a course of action you can defend on values rather than convenience. This article works through eleven original cases across the situation types the paper repeats year after year, so that the method becomes a habit before you enter the exam hall.
How to work a case study
The companion framework article reduces every case to seven moves. First, open with a hook that names the central conflict in one line. Second, set your compass: the values and the exemplar that will anchor your judgment before you start dissecting facts. Third, map the stakeholders and what each stands to gain or lose. Fourth, surface the ethical issues as a clean list, never as narration. Fifth, name the dilemma precisely, often a right-versus-right clash in Kidder's sense, and resolve it with an explicit method rather than gut feeling. Sixth, evaluate every option with its merit, its demerit and an ethical reading. Seventh, commit to one course of action and close with why it is right, not merely safe.
The eleven cases below demonstrate the full method end to end, so read each situation first, form your own judgment, and only then compare it with the recommended course of action.
Answer-writing pointers for public-sector answers
The detailed playbook adds a nine-point pre-writing scan that sits underneath the seven moves: before you write a line, check off the dilemma, the stakeholders, the values at stake, the legal framework, the cultural context, the options, the consequences, the resolution method, and the personal-reflection test. Five habits from that scan earn marks in every public-sector case:
- Cite the governing rule first. A recommendation that names the relevant law, scheme guideline or service rule reads like an officer's note, not an essay; discretion exercised inside a cited framework is strength, outside it is arbitrariness.
- Name the dilemma with a method. Kidder's four paradigms (truth versus loyalty, individual versus community, short term versus long term, justice versus mercy) convert a mushy middle into an argued choice the examiner can follow.
- Run consequences in two horizons. Every option gets an immediate-effects column and a long-term column (public trust, institutional health, precedent); the detailed playbook insists the long-term column is where marks live.
- Commit in the officer's voice. One course of action, defended in the first person, beats three hedged alternatives; then add the systemic measure that stops the next such case, because answers that fix the system outscore answers that fix the symptom.
- Close with the ownership test. Ask whether you could defend this decision in public and accept it from the receiving end; if the answer is yes, write it plainly, and the personal-reflection step is done.
Worked case studies
Each worked case follows the same spine: the situation, the stakeholders, the ethical issues, the options, the recommended course of action, and the values invoked. The scenarios are original retellings of the recurring UPSC situation types, so the pattern recognition you build here transfers directly to the paper. The learning happens in the gap between your first instinct and the reasoned answer.
The flyover inspection
The situation: You are the executive engineer in charge of building a flyover for a municipal corporation, and the project is months from completion. Two junior engineers handle the day-to-day site inspection and report to you, and you in turn report to the chief engineer who heads the construction cell. The juniors have been filing routine reports certifying that all work matches the design specifications. On a surprise inspection of your own, you find serious deviations in the reinforcement steel and concrete quality, defects which in your professional judgment could compromise the structural safety of the flyover once traffic starts moving on it. Rectifying the defects now would require substantial demolition and rework, inflicting a heavy financial loss on the contractor and delaying the opening by months. The city is choking on traffic congestion and public pressure to open the flyover is intense. When you raise the matter, the chief engineer dismisses it as a minor lapse, asks you to ignore it, and orders you to expedite completion.
- You, the executive engineer your professional licence, your conscience and your legal liability are on the line.
- The junior engineers their inspection reports certified defective work, so their competence and possible collusion are at stake.
- The contractor faces heavy losses from demolition and rework, and possible blacklisting.
- The chief engineer wants timely completion and has downplayed the lapse, perhaps for career or political reasons.
- The public and future commuters the most vulnerable party, who will trust the flyover with their lives every day.
- The municipal corporation its credibility and legal liability if the structure ever fails.
Ethical issues and dilemmas: The central clash is between obedience to a superior and the non-negotiable duty to protect public safety, since a verbal order to ignore structural defects asks you to trade lives for a deadline. Beneath it lie further issues: the integrity of the inspection chain, because the juniors certified work they should have caught; the conflict between cost and safety, where the contractor's loss and the corporation's embarrassment are being weighed against commuter lives; and the test of moral courage, whether you will create a paper trail when your superior prefers the matter to stay verbal. There is also the question of professional ethics: an engineer who certifies unsafe work has violated the very basis of the profession.
Options before you: Five paths are available, and each must be read for what it protects and what it sacrifices.
- Option A: Follow the chief engineer's advice and expedite completion. Merit: the project opens on time, the contractor is spared, and you stay in your superior's good books. Demerit: you become complicit in a foreseeable structural failure, with criminal and moral liability if the flyover collapses.
- Option B: Write an exhaustive technical report documenting every deviation with your professional assessment, and seek written orders from the chief engineer. Merit: it creates an unimpeachable paper trail and forces the decision onto the record. Demerit: it may be read as insubordination, and written orders to ignore defects may never arrive.
- Option C: Call for explanations from the junior engineers and order the contractor to rectify the defects within a fixed timeline. Merit: it addresses the actual engineering problem and restores the inspection chain. Demerit: it causes delay and financial loss, and it defies the chief engineer's verbal instruction.
- Option D: Escalate the issue above the chief engineer to the municipal commissioner. Merit: an independent authority can order a third-party safety audit. Demerit: jumping the hierarchy invites retaliation and may be portrayed as disloyalty.
- Option E: Seek a transfer from the project or report sick. Merit: it removes you from personal liability. Demerit: it is an abdication, deserting the public to a danger that only you have seen.
Recommended course of action: Choose a combination of B and C, with D held in reserve. Public safety is a deontological duty that no superior's verbal order can override, and an engineer who certifies unsafe work trades professional integrity for a deadline. Submit the exhaustive written report, seek written orders, and simultaneously issue the rectification order with a stop-work direction on the defective portions, which is squarely within your authority as engineer in charge. If the chief engineer refuses written orders or countermands you, escalate through the proper channel to the commissioner with the report attached, requesting an independent structural audit. Transfer or sick leave is not an option for a civil servant: it protects your career while abandoning the public.
Values invoked: Integrity, because your professional certification must reflect the truth of the inspection. Courage of conviction, because safety must be defended against hierarchical pressure. Accountability, because decisions about public infrastructure must live on paper, never in verbal instructions. And the deontological duty of care: some duties, like not endangering lives, admit no cost-benefit arithmetic.
The market-moving secret
The situation: You are a senior officer in the finance ministry with access to confidential and crucial information about policy decisions the government is about to announce. The decisions will have a far-reaching impact on the housing and construction industry, and anyone who knows them in advance can position himself to make enormous profits. One builder, who has executed quality work for the government in the past, is known to be close to your immediate superior. Your superior asks you to share the confidential information with this builder before the announcement. Nothing is offered to you in return except the implied goodwill of a powerful superior and a grateful businessman, but the request is unmistakable. You know that leaking the information would breach your official duty, yet refusing means defying the very officer who writes your performance appraisal and controls your postings.
- You your integrity, your career and your legal liability are all exposed.
- Your superior seeks to favour a friendly builder, risking his own position in the process.
- The builder stands to make windfall profits from advance knowledge of public policy.
- The government its policy credibility and the fairness of the market depend on secrecy until announcement.
- Ordinary homebuyers and competing builders the unseen losers of an uneven playing field.
- The public whose trust erodes when policy appears to be traded among insiders.
Ethical issues and dilemmas: The core issue is the breach of official confidentiality for private gain, a classic abuse of entrusted information. It collides with loyalty to a superior, testing whether obedience extends to an unlawful order; it does not. Deeper issues include market fairness, since advance information converts public policy into a private windfall; the quiet quid pro quo culture in which no cash changes hands but favours are banked for later; and the erosion of institutional credibility when citizens suspect that announcements are pre-sold to the well-connected.
Options before you: Four responses are open to you, and the honest one is also the hardest.
- Option A: Share the information as asked. Merit: it pleases your superior and the builder, smoothing your immediate working life. Demerit: it breaches your oath and the law on official secrets, exposing you to prosecution whenever the leak surfaces.
- Option B: Refuse the request outright, firmly and politely. Merit: it protects your integrity and the fairness of the policy announcement. Demerit: it risks your superior's displeasure, with real consequences for your appraisal and postings.
- Option C: Stall, claim ignorance, or leak only a hint. Merit: it avoids immediate confrontation. Demerit: it is dishonest, and the leak will simply be routed around you to a more willing officer.
- Option D: Record the request contemporaneously and report it through the vigilance channel. Merit: it creates institutional accountability for an improper demand. Demerit: it escalates a conflict with your own boss, which takes nerve and evidence.
Recommended course of action: Choose B, backed by D. Refuse the request clearly and politely, stating that the information is classified until announcement and that sharing it would breach your official duty. Document the request in a confidential contemporaneous note. If the pressure persists, report through the proper vigilance channel rather than confronting your superior publicly. Information asymmetry is unjust when it is manufactured by insiders, and your duty runs to the policy's true beneficiaries, the public, not to your superior's friend. A civil servant's loyalty belongs to the Constitution and the law, and no superior can lawfully order a breach of confidentiality.
Values invoked: Integrity, because confidential information is a public trust, not a personal favour to dispense. Probity, because markets must not be rigged from inside the ministry. Courage of conviction, because refusing a superior is the hardest examination of honesty. And loyalty rightly ordered: to the institution and the public first, to persons never at the cost of duty.
The minister's farmhouse
The situation: You are a senior officer in the ministry, and the government is about to announce a mega road project for which the alignment drawings are already finalised. The planners have taken care to use government land wherever possible, minimise acquisition from private owners, fix compensation strictly as per rules, and avoid felling trees. Once announced, real estate prices around the corridor will surge. The minister concerned now insists that you realign the road so that it passes close to his twenty-acre farmhouse. He also suggests that he will facilitate your purchase of a large plot near the proposed corridor in your wife's name at the prevailing nominal rate, and even offers to supplement your savings if you are short of funds. He argues there is no harm in it since the purchase would be perfectly legal. But the realignment would force the acquisition of large tracts of agricultural land, impose a heavy financial burden on the government, displace farming families, and require cutting down a large number of trees.
- You and your family offered a lucrative deal at the price of your integrity.
- The minister pursuing private benefit through public office.
- The farmers face displacement and loss of livelihood from the realignment.
- The government and the taxpayer bear the extra acquisition cost of a politically motivated detour.
- The environment the green cover slated for felling for one man's convenience.
- The public the road's users, who deserve an alignment chosen on engineering merit.
Ethical issues and dilemmas: This is a textbook conflict of interest compounded by an attempted quid pro quo: the minister is using public office for private gain, and the plot offered in your wife's name is a bribe routed through family. Further issues include the environmental cost of avoidable tree felling, the injustice of displacing farmers for a farmhouse view, the politicisation of technical decision-making, and the corruption of the officer through a transaction deliberately designed to look legal.
Options before you: The offer is wrapped in legality, but the options reveal its true shape.
- Option A: Accept the offer and realign the road. Merit: personal enrichment and the minister's lasting patronage. Demerit: criminal misconduct, betrayal of the displaced farmers, and a compromised conscience that no plot can compensate.
- Option B: Refuse the offer and proceed with the approved alignment. Merit: integrity preserved and the public interest protected. Demerit: the minister's displeasure, with possible transfer or harassment as the price.
- Option C: Report the minister's attempt through the proper channel, such as the chief secretary or vigilance. Merit: institutional accountability for abuse of office. Demerit: a career-risking confrontation with political power.
- Option D: Delay the file and hope the pressure passes. Merit: avoids immediate conflict. Demerit: the realignment may proceed through a more pliable officer, and your silence will have enabled it.
Recommended course of action: Choose B, with C if the pressure continues. Decline the offer unequivocally and keep the approved alignment, documenting the minister's suggestion in a confidential note for the record. A purchase in your wife's name at a nominal rate just before a price surge is not a legal opportunity; it is a bribe with paperwork. If the minister persists or attempts to bypass you, escalate through the chief secretary, because the attempted subversion of a public project is a matter for the institution, not a private negotiation. Displacing farmers and destroying green cover for a farmhouse view is the precise opposite of the public interest you serve.
Values invoked: Integrity, because no family member's name can launder a bribe. Political neutrality, because technical decisions must survive changes of political weather. Courage of conviction, because the price of refusal is real and must be paid anyway. And environmental stewardship: the trees and the farmland are a trust, not the minister's landscaping budget.
The tyre tender tape
The situation: You are an honest and sincere IAS officer who has just taken over as managing director of the state road transport corporation, your sixth transfer in three years. You soon learn of serious financial irregularities and the high-handedness of the corporation's chairman, a powerful politician close to the chief minister. A board member belonging to the opposition party meets you privately and hands over documents along with a video recording in which the chairman appears to be demanding a bribe for placing a huge order for bus tyres. The member asks why you will not expose the chairman yourself, pointing out that you would earn public recognition, and adds pointedly that once his party comes to power your professional growth will be assured. You realise the member is trying to use you for his own political ends, and you know that exposing the chairman could invite punishment postings. The evidence looks genuine, but it has reached you through a partisan channel.
- You your conscience, your neutrality and your career are all in play.
- The chairman accused of demanding bribes in public procurement.
- The opposition board member pursuing political ammunition as much as accountability.
- The corporation and its employees public money and institutional health are being drained.
- The public the ultimate owner of the transport corporation.
- The ruling establishment protecting its appointee and its reputation.
Ethical issues and dilemmas: The dilemma is whether to act as a whistleblower when the evidence arrives as a political weapon. Core issues include corruption in public procurement and the misuse of a public corporation; political neutrality, since you must not become the opposition's instrument even while pursuing the truth; verification of evidence, because a video can be edited and its chain of custody matters; and the classic bureaucrat's fear that honest action invites punitive transfer, which tests whether integrity survives consequences.
Options before you: Acting is necessary, but how you act decides whether you serve justice or politics.
- Option A: Expose the chairman publicly yourself. Merit: swift accountability and public credit for courage. Demerit: you become a political pawn, and a public fight may compromise due process and the eventual case.
- Option B: Verify the material and forward it through the institutional anti-corruption channel. Merit: the allegation is tested by the competent authority rather than by politics. Demerit: the process may be slow, and a powerful accused may get it quietly buried.
- Option C: Ignore the matter and focus on routine administration. Merit: career safety and a quiet tenure. Demerit: complicity by silence, while the loot continues on your watch.
- Option D: Confront the chairman privately and demand that he stop. Merit: may halt the misconduct without open war. Demerit: there is no accountability, and you hand him advance warning to cover his tracks.
Recommended course of action: Choose B. First, have the video and documents examined for authenticity through discreet, competent means, because acting on unverified material would be reckless. Then forward the verified material to the appropriate anti-corruption authority through the proper channel, recusing yourself from all decisions on the tyre procurement meanwhile. Do not hold a press conference and do not hand the opposition a personal crusade: your duty is to the institution, and institutions act through procedures, not heroics. If the channel buries the complaint, that burial itself becomes a fact to escalate. Ashok Khemka's career is the honest precedent here: flag the irregularity, follow the file, and accept the transfers without bending.
Values invoked: Political neutrality, because the civil servant serves the state, not the party waiting in the wings. Objectivity, because allegations must be verified before they are weaponised. Integrity, because silence in the face of procurement fraud is participation. And fortitude: doing the institutional thing when the spectacular thing is more tempting.
The firecracker town
The situation: You are visiting a town famous for its firecracker and match manufacturing clusters, an industry on which the local economy and living standards substantially depend. International norms set eighteen years as the minimum age for hazardous work, while Indian law sets fourteen. The industry operates through registered units, unregistered units, and household-based work where children labour under their parents' supervision, a category the law does not cover. To evade the norms, several units misrepresent themselves as household-based while employing outside children, since child labour is cheaper and raises profits. On your visit to one such unit, the owner shows you around a shed with ten to fifteen children below fourteen. He claims they are all his relatives. You notice several children smirk at the claim, and on quiet enquiry neither the owner nor the children can satisfactorily establish any relationship.
- The children their health, safety and childhood are at stake in a hazardous trade.
- Their families often complicit out of sheer poverty.
- The unit owners profit from cheap labour and regulatory evasion.
- The town's economy genuinely dependent on the industry for its prosperity.
- The state its labour laws and international commitments are being tested.
- You the enforcement authority whose response will set the precedent.
Ethical issues and dilemmas: The central issue is child labour in a hazardous industry, concealed behind a legal loophole. It pits the rule of law against the town's economic dependence, and strict enforcement against the risk of driving the practice further underground where it cannot be monitored at all. There is the question of the children's own welfare versus the income their families desperately need, the complicity of poverty that sends children to the sheds, and the regulator's dilemma: a raid that destroys livelihoods without offering alternatives punishes the victims twice.
Options before you: Neither a blind raid nor a blind eye will do; the options must be judged on both law and consequence.
- Option A: Order an immediate crackdown and prosecute the owner. Merit: it upholds the law and deters regulatory evasion across the cluster. Demerit: the unit closes, families lose income, and the practice may shift to more hidden sheds.
- Option B: Look the other way given the town's dependence on the industry. Merit: it protects livelihoods and avoids local unrest. Demerit: it abandons children to hazardous work and normalises illegality.
- Option C: Act against the specific violation through due process, while pairing enforcement with rehabilitation. Merit: it addresses both the crime and its root cause. Demerit: it is slower and resource-intensive, demanding coordination across departments.
Recommended course of action: Choose C. Document the violation properly and initiate proceedings against the owner for misrepresenting the unit and employing underage children, since the failed relationship test gives you grounds the law recognises. But do not stop at punishment: direct the rescued children to schools and bridge courses, link their families to social security and alternative livelihood support, and commission a social audit of similar units across the cluster. Enforcement without rehabilitation converts a labour violation into a humanitarian one, while rehabilitation without enforcement converts the law into a suggestion.
Values invoked: Compassion, because the children are victims before they are evidence. Justice, because the law must reach the powerful owner, not only the poor family. Empathy for the town's genuine economic dependence, addressed through alternatives rather than denial. And prudence: the response must cure the disease, not merely hide the symptom.
The displaced valley
The situation: Land for mining, dams and other large projects is acquired mostly from Adivasi, hill-dwelling and rural communities. The displaced families receive monetary compensation as the law provides, but payment is often delayed, and even when paid, a lump sum cannot sustain a family that has lost its land, its forest and its community. These communities possess few marketable skills for the modern economy, so the displaced drift into low-paid migrant labour far from home. Their traditional community life, which gave them identity and mutual support, is destroyed. The benefits of the projects flow to industries, industrialists and urban consumers, while the costs are borne by the poorest and most voiceless citizens. You have been asked to draft a better compensation-cum-rehabilitation policy for such displaced persons.
- The displaced communities lose land, livelihood and community in a single stroke.
- The project developers need land for projects of genuine national importance.
- The state must balance development with justice.
- Urban consumers and industry the beneficiaries who never meet the cost-bearers.
- Future generations inherit either resentment or a fair settlement.
- You, the policy drafter your design decides who pays for progress.
Ethical issues and dilemmas: The core issue is distributive justice: development's benefits and costs are falling on different people, which is unethical even when the project itself is necessary. Monetary compensation alone fails because it treats land as a commodity while the displaced lose an entire way of life. There are issues of consent, since acquisition is rarely truly voluntary; of intergenerational equity, since children inherit the loss without sharing the gain; and of the state's moral duty towards those who sacrifice most for the nation's growth.
Options before you: As a policy drafter, your options are design choices rather than single acts.
- Option A: Enhance monetary compensation with market-linked rates and speedy payment. Merit: it is simple and administratively familiar. Demerit: lump sums are quickly consumed, and the livelihood problem remains completely unsolved.
- Option B: Make land-for-land and livelihood restoration the default. Merit: it replaces what was actually lost. Demerit: suitable land is scarce, and resettlement sites are often poorly chosen.
- Option C: Design a comprehensive rehabilitation package: annuities instead of lump sums, skill training, employment quotas, community resettlement that preserves village cohesion, and gram sabha consent. Merit: it addresses income, skills and community together. Demerit: it is expensive and demands sustained administrative commitment over years.
- Option D: Halt land acquisition for such projects altogether. Merit: no displacement at all. Demerit: it stalls infrastructure the nation needs, including the energy and minerals the poor themselves ultimately use.
Recommended course of action: Choose C as the policy architecture. Compensation must be an annuity indexed to inflation rather than a one-time payment that evaporates; resettlement must keep communities together instead of scattering them; every displaced adult must receive certified skill training with a genuine employment linkage; and no acquisition should proceed without the informed consent of the gram sabha, recorded transparently. Add an independent rehabilitation audit five years after displacement, published publicly. Rawls supplies the test: judge the policy from behind a veil where you might be the displaced Adivasi family, and design it so that the worst-off benefit most from the project built on their land.
Values invoked: Justice as fairness, in Rawls's sense: the gains of development must reach those who bear its costs. Empathy, because policy written in a secretariat must be felt in a displaced hamlet. Inclusiveness, because Adivasi communities are stakeholders, not obstacles. And intergenerational responsibility: a settlement that impoverishes the children is not compensation but confiscation.
The cloudburst rescue
The situation: Your state is disaster-prone, battered in different seasons by landslides, forest fires, cloudbursts, flash floods and earthquakes. This season a cloudburst has triggered devastating floods and landslides with heavy casualties, smashing roads, bridges and power installations. More than one lakh pilgrims, tourists and local residents are trapped across different routes and locations. In your area of responsibility, the trapped include senior citizens, patients in hospitals, women and children, trekkers, ordinary tourists, a ruling party's regional president travelling with his family, the additional chief secretary of a neighbouring state, and prisoners in the district jail. Rescue capacity is limited, the weather is still hostile, and every group believes it deserves priority. You must decide the order of rescue.
- The trapped people in all their categories lives at immediate risk, each equally human.
- The rescue teams working in dangerous conditions with limited capacity.
- The VIPs the regional president and the additional chief secretary, whose offices will exert pressure for priority.
- The prisoners wards of the state, often forgotten in a crisis, who cannot save themselves.
- The state government answerable for the operation's fairness.
- The watching public whose trust depends on visibly impartial triage.
Ethical issues and dilemmas: The core dilemma is triage under pressure: when everyone cannot be rescued at once, who goes first? Medical and vulnerability-based priority collides with the political pressure to rescue the powerful first. There is the question of the prisoners, towards whom the state has a special duty of care precisely because they are in its custody. There is the equality principle: in a disaster, citizenship must outweigh status. And there is the leader's own test, since ordering teams into danger requires sharing the risk rather than directing it from safety.
Options before you: Four orders of rescue are possible, and only one of them is defensible.
- Option A: Rescue the VIPs first to relieve political pressure, then the rest. Merit: the phone calls stop and the operation gets political backing. Demerit: it sacrifices the vulnerable for the powerful and destroys public trust in the administration.
- Option B: Apply strict vulnerability-first triage: the injured, hospital patients, children, women and the elderly first, regardless of status. Merit: it saves the most lives and is publicly defensible. Demerit: it invites political retaliation and accusations of disrespecting dignitaries.
- Option C: Rescue on a first-come, first-served basis by location accessibility. Merit: it is operationally simple. Demerit: it abandons triage ethics entirely, and the most critical may die waiting.
- Option D: Evacuate prisoners last, or leave them, since they are convicts. Merit: none ethically; it merely reflects popular prejudice. Demerit: the state would be abandoning people in its own custody, a gross breach of its duty of care.
Recommended course of action: Choose B, with the prisoners evacuated under guard inside the vulnerability queue, not outside it. Publish the triage criteria openly at the control room: medical urgency and vulnerability decide the order, and no office or party position moves anyone up the list. The regional president and the additional chief secretary are rescued as citizens, in their turn, with the same dignity as a trekker. Inform their offices of the criteria in writing so that the pressure has a documented answer. Triage is the oldest ethical test in administration: it asks whether your compassion is universal or reserved for the powerful.
Values invoked: Compassion, because every trapped person is equally a human life. Impartiality and objectivity, because status must not purchase survival. Courage, because publishing the criteria invites the very pressure it defuses. And the duty of care the state owes even to its prisoners: dignity does not end at the jail gate.
The RTI application that hurts
The situation: A public information officer in your department has received an application under the Right to Information Act and has gathered the requested information. He now discovers, to his dismay, that the information concerns decisions he himself took, decisions which turned out to be not entirely correct. Other employees were party to those decisions as well. Full disclosure will likely invite disciplinary proceedings and possible punishment for him and his colleagues, while non-disclosure, partial disclosure, or a carefully camouflaged reply would mean lighter consequences or none at all. He is otherwise an honest and conscientious officer, and this particular decision simply went wrong. He has come to you for advice on what to do.
- The PIO his career and his conscience are both on the line.
- His colleagues party to the flawed decision and equally exposed.
- The RTI applicant the citizen whose right to know is at stake.
- The department its credibility and the integrity of its records.
- The public whose trust in the transparency law is being tested.
- You, the adviser your counsel will be judged against the law.
Ethical issues and dilemmas: The dilemma is self-interest versus the statutory duty of transparency: the PIO is being asked to be the judge in his own cause. It raises the question of whether an honest mistake deserves the same disclosure as misconduct; it does, because the Act does not grade the citizen's right by the officer's comfort. Further issues include the temptation of camouflaged disclosure, which is a sophisticated form of lying; the collusion risk if colleagues are consulted as co-conspirators rather than witnesses; and the institutional signal sent when the transparency law is bent by its own custodians.
Options before you: The options range from evasion to ownership, and the law permits only one.
- Option A: Refer the matter to the superior and act strictly on the superior's advice, even against your own judgment. Merit: it provides hierarchical cover. Demerit: it outsources your statutory duty, and the superior may simply order concealment.
- Option B: Proceed on leave or get the application transferred to another PIO. Merit: it offers personal escape from the conflict. Demerit: it is evasion, and the successor inherits a poisoned file.
- Option C: Weigh the career consequences and reply with a partially compromised disclosure. Merit: it protects the career behind a veneer of compliance. Demerit: it violates the Act and converts an honest mistake into a dishonest cover-up.
- Option D: Consult the colleagues involved and act on their advice. Merit: it shares the responsibility. Demerit: a committee of the exposed will vote for concealment.
- Option E: Disclose the information fully and truthfully, and separately report the flawed decision through the proper channel for correction. Merit: it honours the law and preserves institutional credibility. Demerit: it invites disciplinary scrutiny of the officer and his colleagues.
Recommended course of action: Choose E. Advise the PIO to disclose the information completely and accurately, as the RTI Act requires, and to separately place a candid note on record acknowledging the flawed decision and proposing corrective action. An honest mistake, owned voluntarily, typically attracts correction rather than punishment; a cover-up, discovered later, converts error into misconduct. The PIO must understand that the Act exists precisely for moments like this: transparency is easy when the files are flattering. Satyam vada, dharmam chara, speak the truth and practise dharma, is not a charter for good days only.
Values invoked: Transparency, because the citizen's right to know does not pause for the officer's convenience. Accountability, because public decisions must survive public scrutiny. Honesty, because camouflaged disclosure is still deception. And moral courage: owning a mistake before being caught is the act that separates the conscientious officer from the merely careful one.
The tout network
The situation: You are the district collector of a district where a large industrial area is coming up. Farmers have applied in large numbers for change of land use, seeking to convert farmland into residential plots, and the applications are piling up. Most are cleared in chronological order, but complaints on the files allege that certain applicants paid bribes for speedy approval. Your preliminary enquiry reveals a small group of touts working hand in glove with some subordinate officers of the collectorate, running an organised extortion chain. The rest of the staff are so frightened of these agents that delays keep mounting, hampering legitimate economic activity and breeding public anger. An aggressive internal probe could trigger institutional resistance and even a backlash from the staff union, while ignoring the network will embolden the corrupt and keep harassing the public.
- You, the collector must clean the system without breaking it.
- The honest staff intimidated, watching whether integrity is protected.
- The corrupt subordinates and touts the network profiting from delay.
- The applicants farmers and entrepreneurs held hostage by the queue.
- The staff union a potential shield for the guilty.
- The public whose faith in the collectorate is eroding.
Ethical issues and dilemmas: The core problem is systemic corruption embedded in discretionary delay: the queue itself has become the extortion instrument. It raises the classic reformer's dilemma of surgery versus shock, whether to strike hard and risk institutional paralysis or reform quietly and risk being outmanoeuvred. There is the protection of honest subordinates, who need to see that integrity is safer than collusion; the union's legitimate role versus its misuse as a shield; and the deeper design flaw, that any system where one officer's signature is the bottleneck will breed touts.
Options before you: The choice is not between action and inaction but between striking at persons and redesigning the system.
- Option A: Launch an aggressive internal probe and suspend suspects immediately. Merit: it sends a strong deterrent signal. Demerit: it risks institutional resistance, union agitation and disruption of daily work on thin initial evidence.
- Option B: Ignore the network and focus on clearing the pendency. Merit: it buys administrative peace. Demerit: the extortion continues, now with the collector's tacit blessing.
- Option C: Reform the system while investigating discreetly: move change-of-land-use fully online with published timelines and deemed approval on delay, rotate the dealing staff, open an anonymous complaint channel, and build a confidential, evidence-based inquiry against the guilty. Merit: it removes the discretion that feeds corruption while building a prosecutable case. Demerit: it offers slower gratification, and the network may try to adapt to the new system.
Recommended course of action: Choose C. Announce the systemic reform first: online applications, published pendency lists and time-bound deemed approvals, which drain the swamp by removing the bottleneck the touts monetise. Simultaneously build the confidential inquiry with documentation and protection for staff witnesses, then act against the guilty through due process so that the action survives legal challenge. Address the union openly: reform protects the honest majority, and no collective body can defend extortion. T. N. Seshan's lesson applies beyond elections: one office, used with institutional imagination, can rebuild the machinery it inherits.
Values invoked: Accountability, because discretion without timelines is corruption waiting to happen. Probity in process design, not only in personal conduct. Courage, because dismantling a network that includes your own subordinates is lonelier than fighting outsiders. And fairness to the honest staff: reform must make integrity the safer career bet.
The prohibition paradox
The situation: You have just taken over as superintendent of police of a district in a state where prohibition is in force, and the district is notorious for illicit liquor distillation. The spurious brew kills people, with many deaths going unreported, and the trade is the district's dominant law-and-order headache. The approach so far has been purely punitive: raids, arrests, criminal cases, trials. It has achieved almost nothing, and the problem is as grave as ever. Your inspections reveal the deeper picture: the distillation belt is economically, industrially and educationally backward, agriculture is crippled by poor irrigation, and frequent clashes among communities have pushed desperate people further into the trade. Neither the government nor social organisations have made any serious developmental intervention here. You must design a new approach.
- You, the new SP expected to show results where predecessors failed.
- The distillation workers and their families trapped in an illegal livelihood with no alternative.
- The victims those who die or are maimed by spurious liquor.
- The local communities divided by clashes, united by backwardness.
- The police force demoralised by years of futile raids.
- The state prohibition's credibility and the district's development are both at stake.
Ethical issues and dilemmas: The central question is whether a socio-economic problem can be solved with handcuffs. Purely punitive action punishes the poorest links while the trade's economics remain untouched, raising the issue of proportionality in law enforcement. There is the public health dimension, since spurious liquor kills; the development deficit, since no livelihood alternative exists; the communal fault lines that the trade both feeds on and deepens; and the ethics of persistence, whether to repeat a failed strategy because it looks tough or to admit failure and redesign.
Options before you: Repeating the failed tactic is not firmness; the options must separate the criminals from the conditions.
- Option A: Intensify the punitive approach with bigger raids and more arrests. Merit: it displays toughness and causes short-term disruption. Demerit: a decade of evidence says it does not work, and it further alienates the community.
- Option B: Tolerate or quietly legalise the trade. Merit: it removes the criminal premium overnight. Demerit: prohibition is state law, and you cannot suspend it by personal discretion.
- Option C: Run a two-track strategy: intelligence-led, targeted action against the big organisers and spurious-liquor manufacturers, combined with a development push, alternative livelihoods, de-addiction programmes, irrigation investment, community policing and inter-community dialogue. Merit: it attacks both the supply chain's head and its economic roots. Demerit: it is slow, needs coordination across departments, and offers no quick statistical victory.
Recommended course of action: Choose C. Keep the law firmly in force against the organisers and the spurious brewers whose product kills, using intelligence rather than indiscriminate raids that punish carriers and alienate villages. Simultaneously convene the development departments: irrigation for the parched farms, skill training and micro-enterprise support for distillation families, de-addiction centres, and village committees that bridge the communal divide. Measure success by deaths prevented and families transitioned, not by arrests counted. Gandhi's means-ends warning applies to policing too: a strategy that brutalises the community it claims to protect corrupts the very order it seeks.
Values invoked: Empathy, because the brewer is often a victim of the same backwardness you are fighting. Pragmatism, because repeating a failed tactic is stubbornness, not firmness. Courage, because choosing development over dramatic raids will be called soft. And the spirit of service: the police exist for the community's welfare, not for the statistics of its suffering.
The border crossing
The situation: You are the divisional commissioner of a border district in a north-eastern state. Across the border, the military has overthrown the elected government, and a civil war now rages between the military and rebel groups, with civilian casualties mounting. Late at night, the border check post reports that two hundred to two hundred and fifty people, mostly women and children, are trying to cross to your side. Some are injured and bleeding and begging for help. Among them are about ten soldiers in military uniform carrying weapons, also seeking entry. You try to reach the state home secretary for instructions but cannot get through, as the weather has knocked out connectivity. The crowd is growing desperate, the night is cold, and the decision cannot wait until morning.
- The fleeing civilians lives in immediate danger across the border.
- The armed soldiers a security risk that cannot be wished away.
- The border guarding police who must manage the crowd without clear orders.
- The state and the nation border security and diplomatic consequences rest here.
- The local border villages whose safety and resources are affected.
- You deciding alone, with history watching.
Ethical issues and dilemmas: The dilemma pits humanitarian duty against national security: turning back the bleeding invites a moral catastrophe, while admitting armed soldiers invites an infiltration risk. There is the legal dimension, since soldiers in uniform crossing a border are a matter of military protocol rather than immigration; the principle of non-refoulement, which forbids returning people to face persecution or death; the loneliness of deciding without higher instructions; and the precautionary duty to screen everyone so that compassion is not exploited.
Options before you: Three doors stand open in the dark, and only one honours both humanity and security.
- Option A: Admit everyone immediately, soldiers included. Merit: it expresses maximum humanity. Demerit: armed foreign soldiers inside your border would be a grave security lapse.
- Option B: Push everyone back and seal the border. Merit: it carries zero security risk. Demerit: the injured may die within sight of your post, a moral and reputational catastrophe.
- Option C: Admit the civilians under guard with immediate medical aid, disarm and detain the soldiers separately as per protocol, document and screen everyone, and escalate to the state and central authorities at the first available contact. Merit: it honours both humanity and security. Demerit: it is operationally demanding in the dark with limited staff.
Recommended course of action: Choose C. Humanitarian aid is not optional when the wounded are at your gate: admit the civilians, prioritise medical care for the injured, and shelter the women and children under guard. The soldiers must be disarmed at the border itself, separated from the civilians, and held under military protocol until higher authorities decide; a uniform with a weapon is not a refugee claim. Record every name, photograph the group, and send the report up the chain the moment connectivity returns, requesting immediate guidance and reinforcements. Vasudhaiva Kutumbakam, the world as one family, is India's civilisational instinct, but a family also locks its doors at night: compassion without screening is not virtue but negligence.
Values invoked: Compassion, because the bleeding cannot be left to bleed. Prudence, because the armed ten must be separated from the unarmed two hundred. Rule of law, because border decisions follow protocol even in emergencies. And moral courage: deciding alone, in the dark, without waiting for orders that may never come.
Two public-sector case types to recognise
Two of the recurring case-study types live most naturally in the administrator's chair. Mal-governance is the persistent failure of public institutions to deliver their mandated duties, usually through neglect, capture or opacity: the water crisis nobody fixed, the inspection regime nobody ran. Corruption is the use of public office for private gain, through bribes, favouritism or the misuse of discretion: the tender rigged, the file that moves only when paid. In mal-governance cases the question is accountability and system redesign; in corruption cases it is integrity and the courage to refuse.
The death in custody
The situation: You are the Superintendent of Police of a district. A young man picked up for questioning in a theft case dies in the lock-up overnight. His family alleges he was beaten; the station staff insist he was unwell when brought in. The post-mortem report is awaited, local reporters are gathering outside the station, and your superiors want the matter closed quickly and quietly.
- You, the SP, whose authority and impartiality are now on trial.
- The deceased's family, demanding truth and justice for their son.
- The station staff, facing criminal liability if torture is proved.
- The public, whose trust in the police turns on how this night is handled.
- The state, answerable for every death in its custody.
Ethical issues and dilemmas: The central clash is between institutional loyalty, the urge to protect the force, and justice for the dead man. Custodial violence is the infliction of torture, injury or death on a person in police or judicial custody, and it admits no middle ground. The utilitarian defence argues that harsh methods are justified when they save lives, for instance extracting the location of a kidnapped child. Kant's categorical imperative answers that torture treats a human being as a mere means, violating dignity and autonomy, and is wrong regardless of consequences. Three consequentialist warnings complete the picture: the slippery slope, once tolerated, torture becomes routine; ineffectiveness, pain extracts false confessions more readily than truth; and institutional damage, a force that tortures forfeits the public's trust and its own moral centre.
Options before you: Three responses are available, and only one survives scrutiny.
- Option A: Accept the station's version and close the file. Merit: it protects morale and avoids a scandal. Demerit: it may bury a murder, and the truth rarely stays buried.
- Option B: Order an independent, time-bound inquiry: secure the CCTV footage and the post-mortem report, place the duty officers under suspension pending findings, and publish the outcome. Merit: it serves truth, deters the next beating, and rebuilds trust. Demerit: it invites media heat and pressure from above.
- Option C: Announce compensation for the family and quietly transfer the officers. Merit: it calms the immediate anger. Demerit: compensation without accountability is hush money, and the practice continues.
Recommended course of action: Choose B. A death in custody demands a public accounting: order the inquiry, secure every piece of evidence before it can be altered, suspend the officers on duty pending findings, and release the inquiry's outcome. Pair the case response with systemic repair: functioning CCTV in every lock-up, regular independent inspections, and training that treats custodial torture as a crime rather than a shortcut. Quiet closure is not discretion; it is complicity.
Values invoked: Justice, because a death in state custody must be explained, not explained away. Integrity, because the uniform does not place its wearer above the law. Human dignity, because the person in the lock-up remains a rights-bearing citizen.
Two more worked cases from the detailed playbook
Two further worked cases, adapted from the detailed ethics playbook, apply the same seven moves. Read each situation first, form your own judgment, then compare it with the recommended course of action.
The widow and the five-year rule
The situation: You are the district-level nodal officer for social welfare schemes. Meera, a young widow with two small children, applies for the state's widow-assistance scheme. Her husband, the family's sole breadwinner, died in an accident; without support the children face malnutrition and dropping out of school. Meera meets every eligibility criterion except one: the scheme requires the applicant to have been married for at least five years, and her marriage lasted three.
- Meera and her two children: survival, nutrition and schooling; the scheme's intended beneficiaries in every way except one technicality.
- You, the nodal officer: bound by the scheme's rules, yet answerable to its purpose of protecting vulnerable widows.
- Higher authorities: own the power to review or relax criteria, and the responsibility for uniformity across districts.
- Other applicants and the public: entitled to a rule applied equally; any exception for Meera becomes a precedent for all.
- NGOs and social organisations: alternate channels of immediate relief while the formal route is worked.
Ethical issues and dilemmas: The clash is justice versus mercy in Kidder's sense: strict application protects uniformity and guards against favouritism, while compassion demands relief for a family the rule was meant to serve. Beneath it lies the question of what administrative discretion is for: the lawful space inside rules where an officer chooses among permissible courses. Bending the rule for one applicant is not discretion but arbitrariness, yet doing nothing abandons the scheme's purpose.
Options before you: Three responses are open, and the honest one separates the rule from the relief.
- Option A: Reject the application on the five-year ground and close the file. Merit: upholds uniformity; no allegation of favouritism can stick. Demerit: defeats the scheme's purpose; two children pay the price of a technicality.
- Option B: Grant the assistance as a special case. Merit: immediate, humane relief. Demerit: breaks the rule for one and invites every rejected applicant to demand the same; compassion without authority is favouritism.
- Option C: Hold the rule, deliver the relief through legitimate channels. Merit: no rule is bent, yet the family is not abandoned. Demerit: slower and partial; depends on alternate schemes actually reaching her.
Recommended course of action: Choose C, with the escalation that B attempted informally. Do not waive the criterion for one applicant: what you do for Meera you must be ready to do for every similarly placed widow, and that is a policy decision, not an officer's favour. Instead, exercise the discretion the system legitimately gives you: decide the application with written reasons, immediately route Meera to alternate support (nutrition, schooling, and any pension or assistance she is eligible for), connect her with credible NGOs, and formally recommend to higher authorities that the five-year marriage criterion be reviewed, with Meera's case as documented evidence of whom it excludes. Compassion works through the system, not around it.
Values invoked: Compassion, because the children's need is real and present. Fairness, because a rule bent for one is a rule broken for all. Integrity, because the file must show exactly what was decided and why. And accountability in both directions: downward to Meera, upward to the authorities who own the rule.
The dengue dilemma
The situation: You are the district health officer of a largely rural district. A severe dengue outbreak is spreading across villages; the most effective control is widespread spraying of insecticide, but the chemical is known to harm non-target species, beneficial insects and local flora, with lasting effects on the local ecology. Elected representatives demand immediate spraying; an environmental group warns of irreversible damage.
- The affected villagers: lives at immediate risk; every day of delay is measured in hospital beds.
- The local ecology and future generations: cannot speak in the meeting, but will live with the spraying's aftermath.
- You, the health officer: your professional duty is disease control; your professional ethics include doing no lasting harm.
- Elected representatives and the environmental group: the pressure of the present against the claims of the future.
Ethical issues and dilemmas: The core is short term versus long term: stopping deaths now against protecting the ecosystem that sustains these same villages. There is also professional obligation versus personal ethics (your duty to prevent disease may collide with your own ecological convictions), and proportionality: the response must fit the scale of the threat without overshooting into ecological harm.
Options before you: Three paths, and the extremes are both honest and both wrong.
- Option A: Full-scale spraying across the district at once. Merit: fastest possible brake on the outbreak. Demerit: maximum ecological damage; insecticide resistance that weakens the next campaign.
- Option B: No spraying; rely on source reduction and awareness alone. Merit: the ecology is untouched. Demerit: an outbreak is not controlled by pamphlets; preventable deaths follow.
- Option C: Targeted spraying in high-transmission clusters plus intensified source reduction. Merit: saves lives where risk is highest while minimising ecological exposure; builds durable control. Demerit: demands far more coordination, surveillance and honest communication than the blunt options.
Recommended course of action: Choose C. The sanctity of life comes first: an officer cannot trade certain deaths today for uncertain ecological gains tomorrow. But the duty to life does not licence indiscriminate spraying. Map transmission clusters, spray where the epidemiological case is strongest, run a simultaneous source-reduction drive with community volunteers, and commit to post-season monitoring of ecological impact, published openly. Record the reasoning: lives saved now, harm minimised, and a control system stronger for the next outbreak.
Values invoked: Sanctity of life, because stopping deaths is the first duty of the office. Proportionality, because the response must match the threat. Scientific temper, because the decision rests on mapped evidence, not pressure. And intergenerational equity, because the villages of tomorrow inherit today's ecology.
Key Terms
- Integrity: Integrity is the consistent alignment of thought, word and action with moral principles, even when no one is watching and even when it costs.
- Probity: Probity is uncompromising honesty and incorruptibility in public office, the quality that keeps an officer's hands clean when money and power circulate around them.
- Conflict of interest: A conflict of interest arises when an officer's private interests, or those of family and friends, could improperly influence official decisions.
- Whistleblowing: Whistleblowing is the disclosure of wrongdoing within an organisation through proper channels, and externally only when internal remedies have failed and serious harm is imminent.
- Deontological ethics: Deontological ethics, associated with Kant, judges actions by duty and moral rules rather than outcomes; some acts are right or wrong regardless of their consequences.
- Utilitarianism: Utilitarianism judges actions by their consequences, seeking the greatest happiness of the greatest number; useful in triage, dangerous when it sacrifices the vulnerable.
- Kidder's paradigms: Kidder's paradigms describe genuine dilemmas as right-versus-right clashes: truth versus loyalty, the individual versus the community, the short term versus the long term, and justice versus mercy.
- Political neutrality: Political neutrality is the civil servant's obligation to serve the government of the day impartially, without becoming an instrument of any political party.
- Accountability: Accountability is the obligation of public officials to answer for their decisions and actions, with records open to lawful scrutiny.
- Transparency: Transparency is openness in decision-making and administration, the foundation of the citizen's right to know under the RTI framework.
- Empathy: Empathy is the capacity to understand and share the feelings of others, particularly the vulnerable, and to let that understanding shape administrative action.
- Courage of conviction: Courage of conviction is the strength to act on one's moral judgment despite personal cost, pressure or the threat of retaliation.
- Administrative discretion: the lawful space within rules where an officer chooses among permissible courses of action; it must be exercised fairly, transparently and for the purpose the rule was made, never as personal favour or arbitrary exception.
Practice questions
You are the district education officer of a backward district. A surprise audit of the mid-day meal scheme reveals systematic siphoning of foodgrain at three schools, all headed by a principal who is your distant relative and who once sheltered your family during a difficult year. The principal pleads that the diverted grain fed his drought-hit extended family, and warns that exposure will destroy his career and shame your family. The audit report is due on your desk tomorrow, and the state headquarters has announced zero tolerance for leakages this quarter.
- Question 1: Map the stakeholders and identify the conflict between gratitude and duty.
- Question 2: What action do you take on the audit report, and how do you handle the family pressure?
Framing hint: gratitude is a private virtue, not a public licence; kinship makes the duty harder, not smaller. Test every option against what you would do if the principal were a stranger.
You are the municipal health officer of a large city. Your inspection team finds a leading private hospital dumping untreated biomedical waste into a drain that feeds the drinking water source of a poor neighbourhood, and children in the area are falling ill. The hospital's chairman, a major donor to the ruling party, calls you directly and offers to fully cooperate if you handle the matter discreetly, hinting at a generous donation to the city's health fund. Your junior officers are watching how you respond.
- Question 1: Identify the ethical issues, including the attempted quid pro quo.
- Question 2: Lay out your immediate enforcement steps and your reply to the chairman.
Framing hint: a donation that buys silence is a bribe with better stationery; the juniors learn from what you do, not from what you say. Public health is a non-negotiable duty.
You are the divisional forest officer of a reserve forest fringe. A mining company whose lease expired two years ago continues to operate, employing hundreds of local tribals who have no other income. The state mining department pressures you to regularise the lease retrospectively, citing employment and revenue. The tribal council begs you to shut the mine down, showing you children with respiratory illness from the dust and farmland buried under debris. The company offers to build a school and a health centre if you look the other way for six months.
- Question 1: Surface the ethical issues, including intergenerational harm and regulatory capture.
- Question 2: What is your course of action on the illegal mining, the workers, and the company's offer?
Framing hint: employment does not legalise illegality, and the school offer is a bribe wearing a CSR badge. Separate the workers' livelihood question from the company's violation.
You are the chief medical officer of a district. Your official immunisation coverage stands at 98 percent, but a medical college's field survey puts the real figure near 60 percent. Your block officers confess they inflated the numbers because the state ranks districts publicly and your predecessor was transferred for low coverage. The state health secretary has asked for this quarter's figures for a national review meeting next week, and your staff urge you to maintain continuity.
- Question 1: Analyse the data-fudging dilemma through honesty, accountability and public health consequences.
- Question 2: What figures do you report, and what systemic fix do you propose so that truth-telling stops being punished?
Framing hint: false data kills twice, once in the report and once in the unvaccinated child. Fix the incentive that punishes honesty, not just the number.
You are the deputy to the returning officer during assembly elections in a communally sensitive constituency. On the eve of polling, the local MLA of the ruling party asks you to transfer two polling officers from a booth in a locality known to vote against him, citing security concerns that the police report does not support. He reminds you that your own transfer file is pending with the government. The officers in question are known for their strict impartiality.
- Question 1: Identify the clash between political neutrality and career self-preservation.
- Question 2: How do you respond to the MLA, and what safeguards do you put in place for polling day?
Framing hint: the pending transfer file is the leash; neutrality is proved exactly when it costs something. Document the request and hold the booth composition.
You are the district election officer during assembly elections. A news channel plans to air a sponsored opinion poll predicting a sweeping victory for one party, three days before polling. The poll's methodology is undisclosed, its sponsor is unknown, and smaller parties allege it is designed to trigger a bandwagon effect among undecided voters.
- Question 1: Identify the ethical issues in broadcasting such polls, including the bandwagon effect, paid-news bias, and the disadvantage imposed on smaller parties.
- Question 2: What action can you take within your powers, and what systemic safeguards would you recommend for opinion polling?
Framing hint: an undisclosed poll is not information but influence; electoral integrity is tested exactly where the pressure is commercial and the statute is silent.
Asked in the mains
Previous-year questions from this topic
How UPSC has actually asked this topic — with the year and marks for each question.
- 202620 marks
Ravi is a senior police officer with vast experience in riot control and cyber-policing. Since one year, he has been the Superintendent of Police (SP) of a district with a history of frequent rioting. Last year, Ravi had sought installation of an AI enabled software for predictive policing. This system has been operational for approximately six months. This new system employs advanced algorithms for capturing the biometric data of persons in a crowd and swiftly relating it to a data library. This has enabled the police to identify the persons involved in various crimes. The system has identified an immigrant and low-income neighbourhood as a centre for gang violence and drug trafficking. Aided by this AI analysis, the local police has focused its patrolling, preventive detentions and establishing checkposts. Consequently, public order and law enforcement has visibly improved. Last week, some community leaders, civil rights lawyers and human rights activists visited Ravi's office. They submitted a memorandum that the new system is faulty as it is based on incorrect historical data caused by social biases and discriminatory policing. The memorandum also alleges that the increased surveillance has created a climate of tension amongst residents. This feeling is aggravated by the fact that the residents are not aware of the data noted against their names. (a) What are the ethical issues including biases involved in the use of AI in data-driven policing? (b) Place yourself in Ravi's role and discuss the alternatives available. Justify the action that optimises compliance with ethics.