Understanding crime in the context of COVID-19 : The case of Saldanha Bay Municipality

AuthorIvan Henrico,Nkosana Mayoyo,Babalwa Mtshawu
DOI10.17159/2413-3108/2022/vn71a9539
Published date01 November 2022
Date01 November 2022
Pages49-68
2 – 1
SA CRIME QUARTERLY NO. 71 • 2022
Understanding crime in
the context of COVID-19
The case of Saldanha Bay
Municipality
South African
South Africa faces high levels of crime. The Saldanha Bay Municipality, the setting of this study, is
laden with poverty, unemployment and gangsterism that deprive quality of life and contribute to social
ills. While crime management and prevention strategies require information regarding crime trends,
this information for the Saldanha Bay Municipality area is limited. Hence, the study aimed to illustrate
the spatial distribution and trends of crime in the Saldanha Bay Municipality, focusing on the period
January 2017 to June 2020, and to indicate the recent impact of COVID-19 on these crime trends.
The results of the study are presented by means of graphs and tables, and hotspot mapping was
done using the ArcGIS Getis-Ord Gi* statistics tool. These results indicate that crime has increased
over the past three years and that criminal activities are linked to urban hubs where most people stay
and work. In terms of the effect of the COVID-19 pandemic and the lockdown regulations on crime, it
is interesting to note the variations in crime rates during the f‌irst three months of lockdown (from April
2020 to June 2020) when compared to the rest of the period under investigation. Amongst the f‌ive
towns investigated, the town of Vredenburg which has the highest population total and was ranked
highest in terms of crime rates prior to the lockdown, moved from f‌irst to third, behind Langebaan
and St Helena Bay. Similarly, Saldanha Bay with the second highest population total moved down to
fourth. Hopef‌ield was still the town with the lowest mean crime rate.
CR I ME QUA RT E R LY
Ivan Henrico, Nkosana Mayoyo and
Babalwa Mtshawu1
ivanh@sun.ac.za
18928021@sun.ac.za
mtshawu@sun.ac.za
https://doi.org/10.17159/2413-3108/2022/vn71a9539
No. 71 | 2022
INSTITUTE FOR SECURITY STUDIES & UNIVERSITY OF CAPE TOWN
2 – 2
Introduction
Actual crime levels in South Africa and around
the world are diff‌icult to present because only
crimes reported through off‌icial processes are
recorded, which does not necessarily provide
a true ref‌lection of crime. South Africa records
a high rate of murders, assaults, rapes and
other violent crimes, and is one of the most
dangerous and violent countries across the
globe.2 In South Africa, crime statistics and
estimations are regularly published by the South
African Police Service (SAPS) and Statistics
South Africa’s Governance, Public Safety, and
Justice Survey (GPSJS),3 which updated the
long-running Victims of Crime Survey (VOCS)
to include themes on governance. The GPSJS
complements the statistics provided by the
SAPS by presenting South Africans perceptions
about crime, their experiences of crime, and
their views on policing and the criminal justice
system. These and other sources that report
on crime should not be seen as replacements
or alternatives to off‌icial SAPS crime data, but
rather to enrich “the police statistics that will
assist in the planning of crime prevention”.4
Eldred de Klerk argues that “poverty and poor
service delivery directly impact crime levels,
while disparities between rich and poor are also
to blame”.5 Statistics indicate that crime affects
mainly poorer South Africans.6 The Saldanha
Bay Municipality (SBM) is characterised by
challenging socio-economic conditions, with
14.1% of households without income.7 Poverty
and unemployment undermine quality of life
and contribute to social ills such as crime. The
SBM’s most prevalent crime types are contact
crime and property-related crime, believed to
be spurred on by gangsterism.8 Gangsterism
and its close relationship with crime and
vandalism in this region is fuelled by illicit drugs,
a major crime pull factor among idle, socio-
economically disrupted and desperate youth.9
The reintegration of parolees into the community
is problematic, especially since no sustainable,
meaningful employment is available, causing
parolees to reoffend for survival.10
Although much is known about the causes
and consequences of crime and the use of
geographic information systems (GIS) to map
the spatial distribution of crime, not much is
known about geospatial crime trends in the
SBM area. Existing studies focus on utilising
GIS techniques to map and analyse spatial
distributions of crime for specif‌ic countries,
regions and towns.11 In South Africa, few
studies have used geospatial techniques to
illustrate and analyse spatial distributions of
crime visually, and none have focused on
SBM. The SAPS, through a Memorandum of
Understanding with Statistics South Africa,
publishes the crime statistics for the whole of
South Africa on a quarterly basis.12 Crime is
reported in f‌ive broad categories, recorded
by each police station per province. However,
data are not visually illustrated to show spatial
distributions and trends.
The Novel Corona Virus Disease 2019
(COVID-19) has added another dimension to
crime trends. Some countries, such as South
Africa, implemented swift and drastic measures
to stop the spread of COVID-19.13 Since the
outbreak of the pandemic, there has been
much research about its effects on global
crime.14 However, there has been limited such
research in South Africa.15 Similarly, not much
is known about the effects of the COVID-19
pandemic on crime in the SBM, specif‌ically
during the f‌irst three months of the South
African national lockdown.
This study attempted to f‌ill these gaps by
pursuing a visual representation of crime
data of the SBM area to recognise high crime
spots, and to show the relationship between
the COVID-19 pandemic and crime in the
area. The purpose was to illustrate by means
of graphs and tables the crime trend over

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