PostgraduateFull-time

The Productivity Promise: A Critical Study of AI-Driven Monitoring Technologies and Their Impact on Construction Productivity

Loughborough UniversityLoughborough, United Kingdom
Level
Postgraduate
Duration
3 years full-time
Mode
Full-time
Subject
Engineering
Location
United Kingdom
IELTS
6.5 overall, no part below 6

At a glance

Summary by AI

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Overview

Construction organisations are increasingly turning to AI-enabled monitoring systems, such as machine-vision progress tracking, predictive safety and productivity analytics, and automated resource allocation, to enhance project delivery and reduce inefficiencies. These technologies promise real-time insights, faster decision-making, and the ability to optimise workflows at a scale previously impossible. However, empirical evidence on their actual productivity impact remains limited, fragmented, and often driven by vendor claims rather than independent, site-based evaluation. This PhD project will critically examine how AI-driven monitoring systems influence construction productivity and project delivery outcomes. It will investigate how these tools are integrated into everyday site practices, how project teams interpret and act upon AI-generated insights, and how the presence of monitoring technologies shapes behaviours, communication, and coordination across project stakeholders. The research will also explore both the productivity gains and the potential unintended consequences, such as increased monitoring pressure, data misinterpretation, or workflow disruptions, that may undermine expected benefits. The ultimate goal is to develop a robust performance evaluation framework that enables construction organisations to assess the true value, limitations, and risks of AI implementations. This framework will support more evidence-informed decision-making, helping organisations determine when, where, and how AI-enabled monitoring technologies genuinely contribute to improved productivity and project delivery. 94% of Loughborough’s research impact is rated world-leading or internationally excellent. REF 2021

Entry requirements

Degree2:1

English language requirements

IELTS6.5 overall, no part below 6

The standard University IELTS English language requirement is 6.5 overall with 6.0 in each individual element (reading, writing, listening and speaking).

Fees

International students: £29,500

UK students: £5,238

Start dates

October 2026, February 2027, July 2027

Application deadline

31 December 2026

Campus

  • Loughborough, United Kingdom

If you studied in United States

70 countries

Postgraduate Taught

Academic

GPA 4.0 scale: First-class honours (70%) 3.5, Upper second-class honours (60%) 3, Lower second-class honours (50%) 2.6

English language

The standard University IELTS English language requirements is 6.5 overall with 6.0 in each individual element (reading, writing, listening and speaking). Some degrees may require higher levels English language, these have been clearly stated on the individual degree pages. List of accepted qualifications Pre-sessional English courses Undergraduate courses Postgraduate degrees Content footer Section footer Branch footer Site footer Global footer Study

From Loughborough University's published requirements for students from United States. Your counsellor confirms what applies to you.

Scholarships at Loughborough University

9 for this level
  • Alumni Bursary10% of fees
  • Alumni Discount
  • Care Leaver's Scholarship
  • Excellence Scholarships
All scholarships at Loughborough University

Plan your first year

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TuitionGBP 29,500
Visa application, from outside the UKGBP 558
Health surcharge, first year how it is chargedGBP 776
First year in totalGBP 44,886

The health surcharge is paid for the whole visa when you apply; one year is counted here. Figures as gov.uk showed them on 24 October 2026.

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Where you will study

Loughborough, East Midlands, United Kingdom

Study in LoughboroughEast Midlands

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