Quantitative and qualitative risk analysis

Residential Estate Security Handbook 2016 - Vol 1 Residential Estate (Industry), Security Services & Risk Management

In order to recognise the value and purpose of a security risk analysis it is necessary to place it within the context of the wider discipline of security risk management, which in turn can be broadly be defined as the management of security threats by analysing risks, assessing the effectiveness of existing risk controls, determining the consequences of such risks and developing appropriate countermeasures for those risks.

Aaron Schnehage.
Aaron Schnehage.

It is therefore clear that in order to succeed in managing security risks one needs to identify such risks by means of an appropriate risk analysis methodology. Failure to do so would almost certainly result in ill-conceived countermeasures for vaguely defined risks ultimately constituting the foundation of a condemned security programme.

Still, many security practitioners consider the use of a generic checklist as the core of risk analysis without giving much thought to the four basic elements of any respectable risk analysis methodology, which is the consideration of threat/risk, probability, vulnerability and consequence. Checklists invariably focus on vulnerabilities, but more often than not miss those vulnerabilities which are not contained within that checklist and in doing so, itself becomes a vulnerability. Use a checklist to facilitate the administration of the assessment, but it may not be prescriptive and inflexible to the task at hand.

Combating contemporary security risks relies greatly upon the development of a security programme underscored by the application of a risk analysis methodology that is focused upon the examination of empirical data from which informed decisions can be made, rather than mere assumptions drawn from inferior checklists. As the function of risk analysis has become a specialised skill utilising a variety of tools such as formulae, quantitative and qualitative analysis, the facility or security manager should ensure the risk analysis being conducted should consist of the following steps:

• Asset characterisation: Categorise the facility or organisation’s assets. Is it people, machinery, immovable property etc.

• Risk or threat identification: Analyse the risks and threats there are against the facilities assets. For example, is the facility appealing to petty criminals and economic criminal alike and what risks do these threat actors pose?

• Consequence analysis: Analyse how essential such assets are to the facilities operations and what the consequences may be should a harmful event occur and those assets are somehow compromised.

• Vulnerability analysis: Develop scenarios of all possible harmful events that may occur at the facility. For example, would armed men be able to overpower the security guard at the entrance. And then consider the consequence or consequences thereof.

• Probability assessment: Understand how probable a threat or risk is likely to occur by the use of historical data such as crime stats. Here a basic risk formula can be applied to estimate probability: Risk = Probability x Vulnerability x Consequence.

• Risk estimation: Demonstrate the risk in the form of calculations by using spreadsheets and developing templates. For example, apportion a value ranging from 1 to 5, with five being the most severe, of the criticality of a particular risk such as the theft of records of the accounting system of an organisation.

• Risk prioritisation: Limited budgets almost always dictate, therefore the most important risks must be mitigated first and the least, last.

• Risk management: Research, budget and provide recommendations for countermeasures to mitigate the risks.

By following these steps the analyst shall be applying two critical skills in conducting assessments; quantitative and qualitative analysis. And these in fact, represent the two main schools of risk analysis reporting. Quite simply put, quantitative analysis concerns the interpretation of numbers from data and estimates, such as in the case of allocating a value from 1 to 5 in estimating the criticality of a particular risk as discussed above.

Various matrices could be developed to express certain aspects in numbers. For example, by developing a Vulnerability Matrix using a spreadsheet, one could numerically estimate the vulnerability of a facility by considering the level of difficulty in accessing the facility, what physical security measures are currently in place, what electronic measures are used and so forth. The same rings true for developing a Consequence Matrix in response to the Consequence Analysis step listed above.

Qualitative analysis, on the other hand, represents the interpretation of interviews and descriptions of characteristics, features or values of the subject under consideration. It relies heavily on the skill of the analyst’s research, analysis and interpretation of data collected since conclusions and recommendations are drawn from this.

Considering the specialisation of risk analysis it is posited that the application of both methods will produce a much more thorough result. Similarly, the quality of the analysis will rely heavily of the analyst’s ability to be critical during the assessment and to avoid prejudices and pre-conceived ideas of what the analysis will entail.

What used to be a clipboard approach with a long checklist has evolved into what may seem to be an overwhelming and convoluted process. On the contrary, a methodical, well researched and critical analysis will mitigate and hopefully prevent a harmful event from taking place. The security management environment changes rapidly and is locked in a constant campaign to appropriately respond to the ingenuities of criminals who always seem to be one step ahead. Failing to develop a compelling response founded upon a scientifically based risk analysis, is surely an exercise in futility.

Moreover, a well-developed risk analysis is the cornerstone of any security plan from which countermeasures are advanced and standard operating procedures are formulated to support such countermeasures. Poor identification and treatment of risks will inevitably lead to the misallocation of budget on risk measures that are inappropriate and ineffectual.

The international security association, the American Society for Industrial Security, better known as ASIS, has developed several standards and guidelines for best practice in risk analysis and several books by ASIS members have been written on the subject. These resources provide a wealth of information on the subject and address the whole spectrum of risk analysis from Department of Homeland Security approved methodologies right down to small facilities and organisations. It is therefore possible and quite frankly incumbent on the responsible facility manager or security practitioner to become aware and avail them of the importance of risk analysis to any security programme.

References

1. Risk Analysis and the Security Survey: 4th Edition (James F. Broder; Eugene Tucker);

2. Risk Assessment (ASIS Commission on Standards and Guidelines);

3. General Security Risk Assessment Guideline (ASIS International Guidelines Commission).

For more information contact Aaron Schnehage, Definitive Risk Services, +27 (0)11 476 1895, www.definitive.co.za





Share this article:
Share via emailShare via LinkedInPrint this page



Further reading:

Cloud security in visitor management and access control
SA Technologies Access Control & Identity Management Infrastructure Residential Estate (Industry) Commercial (Industry)
Cloud has become the default platform for modern security operations, from visitor management portals and remote access control to incident logging, reporting, analytics, and integrations. But “in the cloud” does not mean “someone else is securing it for us”.

Read more...
Centurion raises the bar at HomeSec Expo
Centurion Systems News & Events Access Control & Identity Management Residential Estate (Industry) Smart Home Automation Commercial (Industry)
Centurion Systems unveiled its latest product lines at HomeSec Expo 2026, introducing SMART+, a simpler way for installers and end users to manage their Centurion installations - as well as a few new products.

Read more...
SMARTpod talks about HomeSec Expo 2026
SMART Security Solutions Technews Publishing News & Events Residential Estate (Industry) Videos
SMARTpod, the podcast from SMART Security Solutions, finds out more about the upcoming HomeSec Expo happening at Gallagher Estate on 4 & 5 March 2026.

Read more...
“This Is Theft!” SASA slams Mafoko Security
News & Events Security Services & Risk Management Associations
The Security Association of South Africa (SASA) has issued a stark warning that the long-running Mafoko Security Patrols scandal is no longer an isolated case of employer misconduct, but evidence of a systemic failure in South Africa’s regulatory and governance structures.

Read more...
Making a mesh for security
Information Security Security Services & Risk Management
Credential-based attacks have reached epidemic levels. For African CISOs in particular, the message is clear: identity is now the perimeter, and defences must reflect that reality with coherence and context.

Read more...
From friction to trust
Information Security Security Services & Risk Management Financial (Industry)
Historically, fraud prevention has been viewed as a trade-off between robust security and a seamless customer journey, with security often prevailing. However, this can impair business functionality or complicate the customer journey with multiple logins and authentication steps.

Read more...
Security ready to move out of the basement
AI & Data Analytics Security Services & Risk Management
Panaseer believes that in 2026, a board member at a major corporation will lose their job amid rising breaches and legal scrutiny, as organisations recognise that cyber risk is a business risk that CISOs cannot shoulder alone.

Read more...
Cyber remains top business risk, but AI fastest riser at #2
News & Events Security Services & Risk Management
The Allianz Risk Barometer 2026 ranks cybersecurity, especially ransomware attacks, as the #1 risk, while AI is the biggest riser and jumps from #10 to #2, highlighting the emerging risks for companies in almost all industry sectors.

Read more...
Luxury residential access
Access Control & Identity Management Residential Estate (Industry)
Clifftown Shore is an exclusive collection of 51 luxury 1, 2 and 3-bedroom seafront apartments and penthouses set within a protected conservation park area, served by CAME’s XiP system and door entry system.

Read more...
OT calculator to align cyber investments with business goals
Industrial (Industry) Information Security Security Services & Risk Management
The OT Calculator has been developed specifically for industrial organisations to assess the potential costs of insufficient operational technology (OT) security. By offering detailed financial forecasts, the calculator empowers senior management to make well-informed decisions.

Read more...










While every effort has been made to ensure the accuracy of the information contained herein, the publisher and its agents cannot be held responsible for any errors contained, or any loss incurred as a result. Articles published do not necessarily reflect the views of the publishers. The editor reserves the right to alter or cut copy. Articles submitted are deemed to have been cleared for publication. Advertisements and company contact details are published as provided by the advertiser. Technews Publishing (Pty) Ltd cannot be held responsible for the accuracy or veracity of supplied material.




© Technews Publishing (Pty) Ltd. | All Rights Reserved.