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Statistics and Data Analysis – Sleep Deprivation Study Singapore Description Of The Study Chronic sleep deprivation has been a growing concern in recent years due to its detrimental effects on multiple aspects of a person’s life. A group of sleep scientists would like to identify factors that are associated with chronic sleep deprivation so that they may offer solutions to alleviate this problem in Singapore. […]
Contract Administration – Tender and Contract Law Case Study Question 1 On 10 April 2024, a government-linked agency (the Client) issued a tender to a select group of pre-qualified contractors for the restoration and adaptive reuse of an existing historic building in Singapore. This project involved extensive structural strengthening, façade restoration, and internal fit-out to convert the building into a modern arts and exhibition space. […]
Research Methods For The Social And Behavioural Sciences Question 1 Case Study Education Minister Desmond Lee has said that the Ministry of Education will look to strengthen school policies on bullying and harmful behaviour, as part of the Comprehensive Action Review against bullying, which was initiated in 2025. Several high-profile incidents of bullying have been reported in the media, highlighting the need for greater attention […]
Understanding Contemporary Society – The Social and Behavioural Sciences Question The mandatory death penalty (MDP) in Singapore is reserved only for the most serious crimes including intentional murder, kidnapping and drug trafficking. As part of Singapore’s broader criminal justice review in 2012, the applicability of the MDP on the possible range of crimes has narrowed, giving the courts more discretion to mete out other punishments […]
Building Information Modelling for Facilities Management Question 1 1. BIM MODEL ANALYSIS AND FIELD IDENTIFICATION Submission Requirements Question 2 2. ASSET TAGGING STRATEGY AND FM DATA STRUCTURE Develop an FM-relevant asset tagging strategy using the External ID feature within the Digital Twin platform. Question 3 3. SPACE INSIGHT: WORK ORDER VISUALISATION Important: Before building this Insight, ensure relevant spaces have been identified and tagged using the spaceId selected […]
Sustainable Buildings – Green Mark Platinum Gap Analysis & Certification Strategy Case scenario A building owner has engaged your facilities management company to explore opportunities for upgrading their property to attain Green Mark certification. As a Green Mark Accredited Professional (Facilities Management) [GMAP(FM)], you have been tasked with assessing the feasibility of this objective. Based on your initial review of the building’s system performance, as […]
Airline Operations and Planning – Scoot Airline Strategy Question 1 Scoot is the low-cost airline of Singapore Airlines (SIA) Group and was launched in June 2012 as a long-haul low-cost carrier. It started operations with two Boeing 777200 aircraft and later introduced six Boeing 777-200ERs before switching its widebody fleet to the Boeing 787-8 and Boeing 787-9. In July 2017, Scoot merged with Tigerair under […]
Statistics and Data Analysis for Social and Behavioural Sciences Question 1 The principal of a primary school in Singapore read about the potential benefits of omega-3 supplements on cognitive health. He wanted to find out whether this is true among students in his school. He tasked his teachers to do a survey among the students. Due to time constraints, the teachers could only obtain responses […]
Performance Management – BARS Performance Management Analysis Question 1 Background Global changes are reshaping the world economy, with profound implications for Singapore’s economic landscape. The work environment is characterized by rapid transformation and the continuous adoption of emerging technologies. Considering these shifts, performance management practices must be strategically renewed to ensure employees are adequately equipped to navigate evolving challenges and contribute meaningfully to enhancing organizational […]
Generative AI – Theory and Practice – Word Embeddings and AI Ethics Question 1 This question focuses on the evaluation of word embeddings using standardized tests. You are expected to demonstrate the underlying theory of embeddings and their evaluation. Question 1a Using the analogy test set (https://github.com/stanfordnlp/GloVe/tree/master/eval/question-data ) to evaluate two off-the-shelf embedding models. They are the GloVe 50d model (https://nlp.stanford.edu/data/glove.6B.zip ) vs the Fasttext 200d […]
