MGMT 8825M · Week 5

MGMT 8825M Week 5 case analysis example

Ethics of Artificial Intelligence and Autonomous Systems Walden University Free custom sample in 24 to 48h

Recovered debt shows up in a budget; a wrongly issued debt shows up in a household. Week 5 of MGMT 8825M weighs a case where only the first was counted. The completed analysis, commonly built on Australia's Robodebt scheme, reconstructs the ledger the program kept and the one it did not, then argues what an honest accounting would have required before the system ran.

What this page holds

Built around an automated debt program, the Week 5 case analysis sets the benefit its sponsors counted against the harm nobody measured, and argues which should have governed. Searches like "mgmt 8825m week 5 assignment example", "mgmt8825m week 5 sample" and "mgmt 8825m week 5 example" land here.

What a finished MGMT 8825M Week 5 case analysis looks like

Six to eight pages that open by describing the mechanism in a paragraph: annual tax-office income averaged across fortnights and compared with what welfare recipients had reported, with discrepancies raised as debts and the burden of disproof shifted onto the recipient. The analysis then builds two columns. The counted column holds what the program's sponsors reported, debts raised and recovered. The uncounted column holds what the public record, including the Royal Commission that later examined the scheme, documents about people pursued for debts they did not owe. Citron (2008) supplies the frame, arguing that automated administrative systems can strip away the notice and hearing that due process requires. The analysis argues that the uncounted column should have been estimated and weighted before launch, and says what that would have cost.

How a MGMT 8825M Week 5 example is structured

First comes the mechanism, set out exactly enough to show where the inference from averaged income to debt breaks. A context section states what the program was meant to achieve and how its sponsors measured success. The two-ledger section carries the middle: the counted benefits with their sources, then the uncounted harms with theirs, kept apart so the asymmetry is visible. An analysis section asks why the second ledger went unkept, whether through design, incentive or the absence of anyone assigned to keep it. The normative section argues, from a stated principle, which harms must be counted before an automated system may act against people. A cost section names what the principle would have required: slower recovery, human review, fewer debts raised. Limitations and references follow.

The mechanism in one paragraph

Averaged annual income compared with fortnightly reports, discrepancies treated as debts. Stating it precisely shows where the inference fails before any harm is described.

What the sponsors counted

Debts raised, amounts recovered, projected savings, each sourced to the program's own reporting. This column is presented fairly, as the case its defenders would make.

What nobody counted

People pursued for debts they did not owe, time spent disproving them, and the documented distress. Each item is sourced to the inquiry record or court findings rather than to commentary.

Why one ledger stayed empty

Design, incentive or an unassigned task. The analysis argues which explanation the record supports, since each points to a different remedy.

The principle and its price

Harms to people must be estimated before a system acts against them, the analysis argues, and it names the slower recovery and added review that rule would have cost.

Where marks go in MGMT 8825M Week 5

The largest share follows the two-ledger comparison and what the analysis argues from it. An analysis concluding that the scheme was harmful, without showing why the harm went uncounted, reports a scandal rather than analyzing a decision. Sourcing is read carefully: the mechanism and its consequences should rest on the public inquiry record and court findings, not commentary, and figures should appear only where a primary source supports them. Markers look for the principle stated before it is applied, so the conclusion does not simply condemn what everyone already condemns. The cost section carries its own weight, because a position that forgets what slower recovery would have meant for the budget is incomplete. Due process scholarship should be cited for its argument, not as a label.

Get a MGMT 8825M Week 5 example written to your instructions

Attach the Week 5 case prompt and rubric, plus the case your instructor assigned if it differs from the debt-recovery example. A two-ledger case analysis is back within 24-48h, and a first one costs nothing. Facts in the sample rest on the public inquiry record, and a different assigned case gets sourced to whatever documents come with it.

MGMT 8825M Week 5 questions, answered

Does the Week 5 case have to be a public-sector program?

No, though public programs tend to leave better records. A private insurer's automated claim denials or a bank's fraud freezes raise the same question of a counted benefit against an uncounted harm. The case works when documentation exists for both columns. Where the private record is thin, the analysis should say so and avoid characterizing a named company's system beyond what its own disclosures support.

How are uncounted harms estimated if nobody measured them?

From the records that exist for other reasons: complaints, appeals, reversals, court findings, inquiry testimony and published research on similar programs. The analysis states each estimate's basis and its uncertainty. Precision is not the goal. Showing that the harm was large enough, and knowable enough, to have been estimated in advance is what supports the argument that it should have been.

Is it enough to show the program was unlawful?

Not for this course. Legality and ethics can come apart, and the analysis has to argue from a principle rather than rest on a court's conclusion. A lawful program with the same ledger asymmetry would still raise the question. The legal outcome can be cited as context, and it strengthens the account of what was knowable, but the normative argument has to stand without it.