AI in Recruitment: Legal and Ethical Implications for Harmony Haven

Purpose
This assessment helps you demonstrate report-writing skills essential for HR and other professional roles. It develops your research abilities, including sourcing, reviewing, and synthesizing academic and non-academic literature. Strong report-writing skills support informed business decisions, enhancing your ability to assist managers and advance your career.

AI in Recruitment: Legal and Ethical Implications for Harmony Haven

Task details

You are now in your sixth month of working as an HR graduate at Harmony Haven, one of Australia’s leading aged care providers, offering residential care and home support services to older Australians in Victoria. The Chief HR Officer, Ms. Claire Teaque, has called an emergency meeting to discuss a concern raised by several job applicants. Over the past two months, Harmony Haven has been using an AI-driven recruitment system to screen and shortlist candidates for personal care roles. While the system has improved efficiency, some rejected applicants have alleged that the AI may be biased against older candidates and those from diverse ethnic backgrounds. Ms. Teaque is extremely concerned about this issue and has asked you to prepare a 1,500-word insights report for the Board, addressing the following questions:

“Does the use of AI in recruitment and selection risk breaching anti-discrimination laws in Australia? What ethical considerations should Harmony Haven take into account when using AI in recruitment and selection?”

In your report to the Board, you may include reference to appropriate Victorian or Australian legislation, case law and academic research or commentary. Your report should include a brief introduction and conclusion. A minimum of 7-10 references should be provided. The reference list is not included in the assignment word count.

📄 Suggested Report Structure

  1. Cover Page
    Include:

Report title

Your full name and student ID

Subject name and code

Date of submission

  1. Executive Summary (Approx. 150 words)
    A brief summary of the report’s purpose, key findings, and main recommendations.

Tip: Write this section last, but place it after the cover page.

  1. Table of Contents
    List all section headings and subheadings with page numbers.
  2. Introduction (Approx. 150–200 words)
    Brief background: Harmony Haven’s use of AI in recruitment.

State the report’s purpose: To assess legal risks and ethical issues.

Outline what the report will cover.

  1. Legal Risks: AI and Anti-Discrimination Laws (Approx. 400–500 words)
    Identify relevant laws:

Age Discrimination Act 2004 (Cth)

Racial Discrimination Act 1975 (Cth)

Equal Opportunity Act 2010 (Vic)

Explain possible breaches of direct or indirect discrimination.

AI in Recruitment: Legal and Ethical Implications for Harmony Haven

Refer to legal cases, government guidelines, or real-world examples.

  1. Ethical Considerations of AI in Recruitment (Approx. 400–500 words)
    Discuss ethical recruitment principles: fairness, transparency, accountability.

Evaluate risks such as:

Algorithmic bias

Lack of transparency

Privacy concerns

Impact on diversity and inclusion

Reference academic research or ethical frameworks to support your discussion.

  1. Recommendations (Approx. 200–300 words)
    Provide realistic and professional suggestions for Harmony Haven, such as:

Auditing the AI tool for bias

Combining AI with human oversight

Training HR staff in ethical AI use

Clear communication with applicants

Vetting third-party AI providers for fairness and compliance

  1. Conclusion (Approx. 100–150 words)
    Summarise key findings and risks.

Reaffirm the importance of legal compliance and ethical practice in recruitment.

  1. Reference List (Minimum 7–10 quality sources)
    Use APA 7 or Harvard referencing style (as advised).

Include academic articles, legal sources, and government reports.

Not included in the word count.

✍️ Tips for a Strong Report
Use clear headings and subheadings.

Write in formal, third-person language (avoid “I” or “we”).

Base arguments on evidence, not personal opinion.

Use in-text citations consistently and accurately.

Avoid plagiarism: all sources must be referenced properly.

MGT2001 – Assignment 3 – Frequently Asked Questions

  1. What is the word limit for this assignment? 1500 equivalent
  2. This assignment asks: ‘Does the use of AI in recruitment and selection risk breaching anti-discrimination laws in Australia?”. Do I have to provide an absolute answer? Or as long as I can justify our reasonings I should be okay? You are expected to provide a clear answer. However, if you cannot fully say YES or NO, you should acknowledge the complexities of the question and justify your arguments by backing them up with strong references
  3. In my report, I need to include references to appropriate Victorian Australian legislation, case law and academic research. I wonder if the case law must come from Australia? As your business (Harmony Heaven) is operating in Australia, it should find case law from Australia.
  4. If the case law must come from Australia, is there a website that can be recommended to search for Australian case law? You can find case law here: AustLII – Victorian Resources; Bench books | Judicial College of Victoria; Case law benchbooks | Fair Work Commission (fwc.gov.au)
  5. AI in Recruitment: Legal and Ethical Implications for Harmony Haven

This is La Trobe library guide to Australia case law: Online case law – Law – LibGuides at La Trobe University. I am sure they will be more than happy to help; however, you will need to plan well beforehand so that you can get their support before the due date.

  1. Do we look at all legislation (other Australian states)? No, only from Victoria and the national legislation. Your business is operating in Victoria.
  2. In some cases, appearance can be a relevant selection criterion. For example, recruiters can assess a candidate’s appearance based on how they dress when attending an interview. Can I write this in my report? Yes, you can. However, you should focus on how to not discriminate candidates based on key personal attributes that are covered by the Equal Opportunity Act (and other relevant Australian laws). It would be best to define what ‘appearance’ means in your report.
  3. Should I structure my Report into three parts (three subheadings): Victorian or Australian legislation, case law and academic research and commentary?

No, you should not. Instead, you should combine these references to support your arguments. As this is a report, you will need to do research to find out relevant Victorian or Australian legislation, case law and academic research and commentary that are related to appearance discrimination. Then based on your research results, come up with your ideas/answers/arguments. After that structure your answers based on key themes resulted from your research.

Please refer to La Trobe University Library for guidance on how to write a report here: Reports – Assessments – Expert help guides at La Trobe University (libguides.com).

If you need an one on one consultation, you can book here: Library study and research support (latrobe.edu.au)

  1. Can you explain what ‘academic research or commentary’ is? ‘Academic research’ refers to journal articles, books, etc. ‘Commentary’ refers to any comments by relevant people such as an HR manager or company leaders. These comments can be published in online news or social media, etc.
  2. Is there a set number of references required? No. But a minimum of 7 -10 references seems good.
  3. What referencing style should I use? APA 7. For further guide, check Home – APA7 – Expert help guides at La Trobe University (libguides.com)
Order Now
Universal Assignment (April 17, 2026) AI in Recruitment: Legal and Ethical Implications for Harmony Haven. Retrieved from https://universalassignment.com/ai-in-recruitment-legal-and-ethical-implications-for-harmony-haven/.
"AI in Recruitment: Legal and Ethical Implications for Harmony Haven." Universal Assignment - April 17, 2026, https://universalassignment.com/ai-in-recruitment-legal-and-ethical-implications-for-harmony-haven/
Universal Assignment June 22, 2025 AI in Recruitment: Legal and Ethical Implications for Harmony Haven., viewed April 17, 2026,<https://universalassignment.com/ai-in-recruitment-legal-and-ethical-implications-for-harmony-haven/>
Universal Assignment - AI in Recruitment: Legal and Ethical Implications for Harmony Haven. [Internet]. [Accessed April 17, 2026]. Available from: https://universalassignment.com/ai-in-recruitment-legal-and-ethical-implications-for-harmony-haven/
"AI in Recruitment: Legal and Ethical Implications for Harmony Haven." Universal Assignment - Accessed April 17, 2026. https://universalassignment.com/ai-in-recruitment-legal-and-ethical-implications-for-harmony-haven/
"AI in Recruitment: Legal and Ethical Implications for Harmony Haven." Universal Assignment [Online]. Available: https://universalassignment.com/ai-in-recruitment-legal-and-ethical-implications-for-harmony-haven/. [Accessed: April 17, 2026]

Please note along with our service, we will provide you with the following deliverables:

Please do not hesitate to put forward any queries regarding the service provision.

We look forward to having you on board with us.

Categories

Get 90%* Discount on Assignment Help

Most Frequent Questions & Answers

Universal Assignment Services is the best place to get help in your all kind of assignment help. We have 172+ experts available, who can help you to get HD+ grades. We also provide Free Plag report, Free Revisions,Best Price in the industry guaranteed.

We provide all kinds of assignmednt help, Report writing, Essay Writing, Dissertations, Thesis writing, Research Proposal, Research Report, Home work help, Question Answers help, Case studies, mathematical and Statistical tasks, Website development, Android application, Resume/CV writing, SOP(Statement of Purpose) Writing, Blog/Article, Poster making and so on.

We are available round the clock, 24X7, 365 days. You can appach us to our Whatsapp number +1 (613)778 8542 or email to info@universalassignment.com . We provide Free revision policy, if you need and revisions to be done on the task, we will do the same for you as soon as possible.

We provide services mainly to all major institutes and Universities in Australia, Canada, China, Malaysia, India, South Africa, New Zealand, Singapore, the United Arab Emirates, the United Kingdom, and the United States.

We provide lucrative discounts from 28% to 70% as per the wordcount, Technicality, Deadline and the number of your previous assignments done with us.

After your assignment request our team will check and update you the best suitable service for you alongwith the charges for the task. After confirmation and payment team will start the work and provide the task as per the deadline.

Yes, we will provide Plagirism free task and a free turnitin report along with the task without any extra cost.

No, if the main requirement is same, you don’t have to pay any additional amount. But it there is a additional requirement, then you have to pay the balance amount in order to get the revised solution.

The Fees are as minimum as $10 per page(1 page=250 words) and in case of a big task, we provide huge discounts.

We accept all the major Credit and Debit Cards for the payment. We do accept Paypal also.

Popular Assignments

Professional Nursing Assignment Help for Students: Achieve Academic Excellence with Expert Support

Introduction Nursing is a demanding field that combines theoretical knowledge with practical skills. Students pursuing nursing courses often face challenges in completing assignments that require accuracy, critical thinking, and real-world application. This is where nursing assignment help becomes an essential academic support system. With increasing academic pressure and clinical responsibilities,

Read More »

Economics Assignment Help: A Complete Guide for Students

Introduction Economics is a fundamental subject that helps students understand how markets, governments, and individuals make decisions regarding resources. While it is highly relevant in today’s world, many students find economics assignments challenging due to complex theories, graphs, and data analysis. This is where economics assignment help becomes extremely useful.

Read More »

Law Assignment Help: A Complete Guide for Students

Introduction Law is a complex and intellectually demanding field that requires critical thinking, analytical skills, and a deep understanding of legal principles. Students pursuing law often face challenges in completing assignments due to extensive research requirements and intricate case analysis. This is where law assignment help becomes highly beneficial. With

Read More »

Nursing Assignment Help: A Complete Guide for Students

Introduction Nursing is a highly respected and demanding field that requires a strong understanding of medical concepts, patient care, and clinical practices. Students pursuing nursing often face intense academic pressure due to complex assignments, practical responsibilities, and tight deadlines. This is where nursing assignment help becomes essential. With expert assistance,

Read More »

Finance Assignment Help: A Complete Guide for Students

Introduction Finance is a core subject in business and management studies, covering areas like investment analysis, financial management, and risk assessment. While it offers excellent career opportunities, many students find finance assignments challenging due to complex calculations and analytical concepts. This is where finance assignment help becomes essential. With expert

Read More »

Computer Science Assignment Help: A Complete Guide for Students

Introduction Computer Science is one of the most popular and dynamic fields of study, offering vast career opportunities in software development, data analysis, cybersecurity, and more. However, students often face difficulties in completing assignments due to the technical complexity and time constraints. This is where computer science assignment help becomes

Read More »

Digital Marketing Assignment Help: A Complete Guide for Students

Introduction Digital marketing has become a vital part of modern business strategies, making it a popular subject among students worldwide. From social media campaigns to search engine optimization, the field is dynamic and constantly evolving. However, completing assignments in this subject can be challenging due to its practical and analytical

Read More »

Cloud Computing Assignment Help: A Complete Guide for Students

Introduction Cloud computing has become a fundamental part of modern technology, powering everything from mobile apps to enterprise systems. As universities increasingly include this subject in their curriculum, students often find it challenging to keep up with assignments and projects. This is where cloud computing assignment help becomes essential. With

Read More »

Blockchain Assignment Help: A Complete Guide for Students

Introduction Blockchain technology has rapidly gained popularity across industries such as finance, healthcare, and supply chain management. As a result, it has become an important subject in academic programs worldwide. However, students often struggle with its technical concepts and practical applications. This is where blockchain assignment help becomes highly valuable.

Read More »

Data Science Assignment Help: A Complete Guide for Students

Introduction Data Science has become one of the most in-demand fields in today’s digital era, combining statistics, programming, and analytical thinking. However, many students find it difficult to keep up with the complexity of assignments and projects in this subject. This is where data science assignment help plays a crucial

Read More »

Artificial Intelligence Assignment Help: A Complete Guide for Students

Introduction Artificial Intelligence (AI) is transforming industries across the globe, making it one of the most sought-after academic subjects today. However, mastering AI concepts and completing assignments can be challenging for many students. This is where artificial intelligence assignment help becomes essential. With expert guidance, students can better understand complex

Read More »

Assignment Writing Services: A Complete Guide for Students

Introduction Assignments are a crucial part of academic life, helping students develop knowledge, research skills, and critical thinking. However, managing multiple assignments along with exams and personal responsibilities can be overwhelming. This is where assignment writing services become highly beneficial. These services provide expert assistance, helping students complete their assignments

Read More »

Blockchain Assignment Help: A Complete Guide for Students

Introduction Blockchain technology has emerged as one of the most revolutionary innovations in recent years. From cryptocurrencies to secure data management, blockchain is transforming industries like finance, healthcare, and supply chain. Students studying blockchain often face challenges due to its technical concepts and real-world applications. This is where blockchain assignment

Read More »

Assignment Writing Services: A Complete Guide for Students

Introduction Assignments are a crucial part of academic life, helping students develop knowledge, research skills, and critical thinking. However, managing multiple assignments along with exams and personal responsibilities can be overwhelming. This is where assignment writing services become highly beneficial. These services provide expert assistance, helping students complete their assignments

Read More »

Academic Writing Services: A Complete Guide for Students

Introduction Academic writing is a fundamental part of education, requiring students to produce essays, research papers, case studies, and dissertations. It demands strong writing skills, proper structure, and in-depth research. However, many students struggle with academic writing due to time constraints and lack of expertise. This is where academic writing

Read More »

Online Homework Help Services: A Complete Guide for Students

Introduction Homework is an essential part of a student’s learning process, helping reinforce classroom knowledge and improve understanding. However, with increasing academic pressure and multiple responsibilities, students often struggle to complete their homework on time. This is where online homework help services become highly beneficial. They provide expert guidance, save

Read More »

Thesis Writing Help: A Complete Guide for Students

Introduction A thesis is one of the most important academic documents a student will write during their educational journey. It requires in-depth research, critical analysis, and a clear presentation of ideas. However, many students find thesis writing overwhelming due to its complexity and time-consuming nature. This is where thesis writing

Read More »

Essay Writing Help: A Complete Guide for Students

Introduction Essay writing is a fundamental part of academic life, helping students express their ideas, analyze topics, and develop critical thinking skills. Whether it’s argumentative, descriptive, or analytical, writing a high-quality essay requires proper structure, research, and clarity. However, many students struggle with essay writing due to time constraints and

Read More »

Content Writing Assignment Help: A Complete Guide for Students

Introduction Content writing has become a crucial skill in the digital era, playing a key role in blogging, marketing, and online communication. From academic essays to website content, strong writing skills are essential for students across all fields. However, many students struggle with structuring content, maintaining clarity, and optimizing for

Read More »

Digital Marketing Assignment Help: A Complete Guide for Students

Introduction Digital marketing has become one of the most important skills in today’s online-driven world. From social media marketing to search engine optimization (SEO), businesses rely heavily on digital strategies to reach their audience. Students studying digital marketing often face challenges in understanding strategies, tools, and real-world applications. This is

Read More »

UI/UX Design Assignment Help: A Complete Guide for Students

Introduction UI/UX design is a crucial aspect of modern digital products, focusing on creating visually appealing and user-friendly interfaces. From websites to mobile apps, good design enhances user experience and engagement. Students studying UI/UX design often face challenges in creativity, tools, and usability principles. This is where UI/UX design assignment

Read More »

Can't Find Your Assignment?