Research Article
A Systems Dynamic Model for Drug Abuse and Drug-Related
Crime in the Western Cape Province of South Africa
Farai Nyabadza and Lezanie Coetzee
Department of Mathematical Sciences, Stellenbosch University, Private Bag X1, Matieland 7600, South Africa
Correspondence should be addressed to Farai Nyabadza; f.nyaba@gmail.com
Received 12 October 2016; Accepted 26 February 2017; Published 7 May 2017
Academic Editor: Sanjeewa Perera
Copyright © 2017 Farai Nyabadza and Lezanie Coetzee. Tis is an open access article distributed under the Creative Commons
Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is
properly cited.
Te complex problem of drug abuse and drug-related crimes in communities in the Western Cape province cannot be studied in
isolation but through the system they are embedded in. In this paper, a theoretical model to evaluate the syndemic of substance abuse
and drug-related crimes within the Western Cape province of South Africa is constructed and explored. Te dynamics of drug abuse
and drug-related crimes within the Western Cape are simulated using STELLA sofware. Te simulation results are consistent with
the data from SACENDU and CrimeStats SA, highlighting the usefulness of such a model in designing and planning interventions
to combat substance abuse and its related problems.
1. Introduction
Te complex problems that society and researchers face in
current times leave no space for one-dimensional thinking
with regard to interventions. Community level problems
cannot be viewed in isolation. In fact, they need to be viewed
within the system they are embedded in. Substance abuse is
one of the complex challenges that researchers in diferent
felds are battling to understand and analyse, especially with
regard to the ripple efects it has within communities in terms
of drug-related crimes and the spread of sexual transmitted
infections. Systems thinking and system dynamics open up
new avenues for cross-discipline research. Tis enables the
social sciences and natural sciences to integrate descriptive
and quantitative research in order to inform communities
and assist stakeholders and policy makers at the same time.
South Africa’s geographic location, lax border controls, a
weak criminal justice system, modern telecommunications,
banking systems, and international trade links with South
America, North America, Asia, and Europe endanger the
country to transhipment of drugs [1]. Even though substance
abuse is a national menace in South Africa, it is found to be
concentrated within the Western Cape [2–4]. According to
the Department of Community Safety [2], more than a third
(35%) of the crimes in the Western Cape are due to substance
abuse. Tis explains the high contribution the Western Cape
has had on the national drug-related crime statistics in the
past decade (consistently higher that 30%). In the 2013/2014
report on the Western Cape policing needs and priorities
(PNP), it was noted that substance abuse is the motivation
behind 22% of committed crimes [2].
Te dynamic evolution of drug abuse within communities
is synonymous to that of infectious diseases; see, for instance
[5–9] and the references cited therein, where initiation
of the susceptible population is dependent on interaction
between the drug users and the population at risk. White
and Gorman [10] explained the complex relationship between
drugs and crime through three models: “(1) substance use
leads to crime, (2) crime leads to substance use, and (3)
the relationship is either coincidental or explained by a
set of common causes.” Tese models explain the diferent
reasons why crimes are being committed by drug-using
ofenders. Although a single model cannot explain the
entire drug-crime system, the relationship between drugs
and crime involves a broad spectrum of social, political,
and economic forces, the environment of the individuals
abusing substances, and the biological processes driving
human behaviour [11].
Hindawi
Computational and Mathematical Methods in Medicine
Volume 2017, Article ID 4074197, 13 pages
https://doi.org/10.1155/2017/4074197