Modern Australian
Times Advertising

Finding the source of an outbreak is important. But the term 'patient zero' is a problem

  • Written by Adrian Esterman, Professor of Biostatistics, University of South Australia

Security guards at Melbourne’s quarantine hotels have been widely blamed for Victoria’s current outbreak of COVID-19.

Reports have suggested they mixed inappropriately with people under quarantine, and did not properly follow instructions around infection control.

But late yesterday we heard the first positive case was in fact a night manager at Rydges on Swanston, one of the hotels at the centre of the quarantine bungle. We don’t know how this person became infected, but there’s no suggestion it was a result of any improper behaviour.

This night manager has now become known as “patient zero” in Victoria’s second wave of coronavirus infections. But what does this term actually mean?

The beginning of the chain of infections

The first case in a chain of infections is popularly called “patient zero”. However, “patient zero” is not a very precise term.

In epidemiological language, we call the first case in an outbreak to come to the attention of investigators the “index case”. The actual individual who introduced the disease at the start of the outbreak is called the “primary case”.

A crowd of people walking on the street. Their heads are cut off. The term ‘patient zero’ technically refers to the first person to contract a particular disease. Shutterstock

According to these definitions, because the night manager was the first person recorded as being infected at the hotel (apart from the guests, who of course were already under quarantine), he or she would be the index case. However, the night manager was also the person who started the chain of infections, so he or she was also the primary case.

The one thing the night manager is not, however, is “patient zero”. That expression should really be reserved for the first human ever to be infected with SARS-CoV-2 (the coronavirus that causes COVID-19).

Origins of patient zero

The expression “patient zero” originated from the HIV epidemic in the United States.

Reports emerged in early 1982 of sexual links between several gay men with AIDS in Los Angeles, and investigators from the Centers for Disease Control and Prevention (CDC) interviewed these men for the names of their sexual contacts.

The CDC gave each of the cases pseudonyms, and the person they eventually identified as the first to have the disease had a moniker beginning with the letter “O”.

This was later mistakenly interpreted as a zero, and so we got the expression “patient zero” for the first known case of a disease.

Read more: Playing the COVID-19 blame game may feel good, but it could come at a cost — the government's credibility

Why finding patient zero is important

It’s important for epidemiologists to find the first known case because it helps work out how the outbreak occurred, and gives us an idea of how to prevent further outbreaks in the future.

For example, scientists believe the COVID-19 pandemic started in the Huanan seafood market in Wuhan, China, in December 2019. If this proves to be correct (an international investigation is underway to determine this), authorities may choose to close wet markets, or at least better regulate them to prevent future outbreaks.

An illustration of SARS-CoV-2, the coronavirus. Identifying the first known case helps epidemiologists work out how the outbreak occurred — and how we could stop it from happening again. Shutterstock

Beyond “patient zero” in the sense of the first ever case of a disease, it’s also important to find the first case in each particular outbreak.

In the case of the Rydges hotel night manager, this person would clearly have been infected by one of the hotel’s quarantined guests. Authorities now need to determine exactly how, where and when this person became infected, so they can tighten procedures to make sure this doesn’t happen again.

Read more: Melbourne's hotel quarantine bungle is disappointing but not surprising. It was overseen by a flawed security industry

New Zealand is in a similar situation with its current COVID-19 outbreak. Until health authorities can work out who the primary case is, it will be very difficult to determine where the infection came from, and what actions they must take to ensure it’s not repeated.

Potentially, the primary case in this outbreak could have picked it up from a contaminated surface, a breakdown in quarantine regulations, or simply an asymptomatic person moving around in the community.

A political blame game

Unfortunately, finding out how Victoria’s second-wave outbreak started seems to have become a political blame game rather than a serious attempt to prevent it happening again.

The current finger-pointing is not only counterproductive — it could easily see the night manager designated as patient zero unfairly stigmatised, when that person is most likely blameless.

Richard McKay, a Cambridge academic who has written extensively on the concept of patient zero, captured the issue perfectly in an earlier Conversation article:

Writing of a patient zero is a damaging red herring that distracts from constructive efforts to contain the epidemic. Let’s wash our hands of this toxic phrase.

Read more: Patient zero: why it's such a toxic term

Authors: Adrian Esterman, Professor of Biostatistics, University of South Australia

Read more https://theconversation.com/finding-the-source-of-an-outbreak-is-important-but-the-term-patient-zero-is-a-problem-144493

Interstate Car Transporter Urges Buyers to Book Early

As the conflict in the Middle East continues to put increasing pressure on local fuel supply, Australian transport companies are experiencing increasi...

Digital Minimalism for Business Owners: Fewer Tools, Better Systems

Be honest. How many apps are open right now? One for scheduling, another for invoices, a third for customer notes, plus a spreadsheet someone email...

The Importance Of Proactive NDIS Renewal Preparation For Sustaining Your Provider Business

Your NDIS renewal notice is not a signal to start preparing. By the time it arrives, preparation should already be well underway. For new providers, s...

Why Fire Extinguisher Testing in Sydney Is Becoming a Records Game, Not Only a Maintenance Job

A fire extinguisher used to feel like one of the simpler parts of building safety. It hung on the wall, wore a service tag, and sat there quietly unle...

The Switchboard Upgrade Question Every Melbourne Renovator Should Ask Before the Walls Close Up

Renovations have a funny way of making people think on surfaces first. Splashback, stone, joinery, tapware, paint. Fair enough too. That is the exciti...

Winter Sanitation Gaps in Parramatta Kitchens: A Hidden Pest Risk

Winter brings a host of changes to our homes, from the chill in the air to the cozy warmth indoors. However, this season also introduces sanitation ch...

When to Seek Advice from Employment Lawyers in Melbourne

Australian employment law is detailed and, at times, complex, with rights and obligations that aren't always obvious to employees or employers witho...

7 Benefits of Professional Gutter Cleaning for Australian Homeowners

Gutters aren't exactly glamorous. They sit up there on the edge of your roof, doing their job quietly - until they stop working. Clogged, overflowing ...

Pipe Floats Strengthening Pipeline Performance In Demanding Environments

Pipelines often travel through environments that are anything but predictable, water currents shift, terrain changes, and materials keep moving unde...

Why Ceiling Fans Are Essential For Comfort, Efficiency, And Modern Living

Creating a comfortable indoor environment is not just about temperature; it is about how air moves, how a room feels, and how efficiently energy is ...

Why Duct Cleaning In Melbourne Is A Smart Investment For Healthier Living Spaces

Behind your walls, ceilings, and vents lies a network quietly working every day to keep your home comfortable. Yet over time, this system can become...

Disability Service Providers Supporting Inclusive And Independent Living

Finding the right support system can feel like assembling a puzzle where every piece must fit just right. For individuals and families navigating di...

A Beginner's Guide to Owning a Caravan in Australia

Owning a caravan opens up a style of travel that's hard to match for freedom and flexibility. However, for those just starting out, the process of c...

Preparing Your Air Conditioner for Summer: What Most Homeowners Overlook

As temperatures rise, many homeowners switch on their air conditioning for the first time in months — only to find it’s not performing the way i...

What Actually Adds Value to Properties in Newcastle

Newcastle has seen steady growth over the past few years, with more buyers looking beyond Sydney for lifestyle, space, and long-term value. As dema...

What is Design and Build in Construction?

Imagine you’re about to start a new construction project, maybe it’s a custom home or a commercial building. You’ve got the idea, the land, an...

Commercial roof leak detection: why early action protects your building

Water ingress is one of the most disruptive and costly issues facing commercial properties. For property managers and facilities teams, even a minor...

Custom Photo Frames: Turning Everyday Moments into Lasting Displays

Photos capture moments, but how you display them determines how they’re experienced every day. A meaningful photograph deserves more than a generi...