A statistical study of the relative difficulty of freehand simulation of form, proportion,
and line quality in Arabic signatures
Abdulaziz Al-Musa Alkahtani, Andrew W.G. Platt ⁎
Department of Forensic Science, Faculty of Science, Staffordshire University, College Road, Stoke-on-Trent, ST4 2DE, UK
abstract article info
Article history:
Received 27 April 2009
Received in revised form 13 August 2009
Accepted 24 August 2009
Available online xxxx
Keywords:
Arabic signatures
Simulation
Statistical analysis
This article compares the skill with which a large sample of Arabic writers was able to simulate different
handwriting elements in two Arabic signatures. The data agree with the consensus of experts about Roman
script: Form is significantly better simulated than Proportion, and Proportion is significantly better simulated
than Line Quality. The fact that patterns long observed in Roman script simulation can be statistically
demonstrated to exist in the simulation of Arabic signatures suggests that these may be widespread, if not
universal, patterns of simulation among writing systems. This is also supported by similar results from a
study of abstract characters (Leung et al. 1993), which suggests that these tendencies may even transcend
linguistic writing systems. Among the Proportional elements are slant, alignment, spacing, and size.
© 2009 Forensic Science Society. Published by Elsevier Ireland Ltd. All rights reserved.
1. Introduction
Consensus exists among forensic document examiners (FDEs) about
the relative ease with which most handwriting elements can be
simulated, but these assumptions had not been validated in controlled
experiments. In recent decades, questions have been raised about the
reliability of the assumptions underlying forensic handwriting analysis,
owing to the lack of scientific testing of much of this knowledge. In 1993,
the United States Supreme Court ruled that scientific evidence admitted
in trials must be backed by scientific testing of the theories on which the
techniques are based, error rates of the techniques, peer reviews of the
tests, and acceptability in the relevant scientific community (Daubert v.
Merrell Dow Pharmaceuticals 1993). Since that finding, U.S. courts have
sometimes refused to admit handwriting analysis and other forensic
methods, including fingerprint comparison, into evidence. These deci-
sions are probably unfortunate from the viewpoint of justice, as critical
evidence, based on techniques informally tested in long practice, may
have been denied to jurors. But the current mood of skepticism offers
an opportunity to forensic document examiners (FDEs) to test their
assumptions and methods with controlled, statistical studies, and in the
process to shed light on details on which there may have been
disagreements. Thus, experimental examination of the assumptions and
techniques of forensic document examination is an important and
growing area of forensic document examination, to which the present
research contributes.
This study applies statistical methods of comparison and probabil-
ity estimation to one of the basic questions of forensic handwriting
analysis: Which elements of handwriting are easiest and most difficult
to simulate? The method used in this study was to elicit freehand
simulation of Arabic signatures, under controlled conditions, by a large
sample of Arabic speakers and writers, and then to compare the
quality of the simulation. The phenomenon of freehand simulation is
addressed in a majority of the texts and articles in forensic document
examination, mainly because most forgeries are of this type. Another
reason for this choice is that freehand simulation tends to produce
errors in a great many elements, in contrast to traced simulation,
which is detected chiefly by its characteristic line-quality errors. The
simulation errors in a wide variety of elements are, of course, desirable
in this experiment. The study of signatures is also the focus of most
studies of simulation, and central to the field of forensic document
examination, because signatures are involved in most forgeries. For
that reason, signatures were chosen over other types of text in this
experiment.
A unique aspect of this study is its focus on simulation of Arabic
signatures by Arabic-writing participants. The literature on hand-
writing simulation deals almost entirely with simulation of Roman
script, in which European languages are written, and predictions
drawn from that literature are tested on Arabic script in this study. If
the Roman script assumptions are supported by the Arabic script data,
then we might hypothesize that the same assumptions are true for
other scripts as well. Arabic writing, like much Western writing, is
cursive, and both scripts are characterized by a fairly continuous line,
broken between words. (There are six letters in Arabic that are also
followed by mandatory breaks, even in the middle of words.) Mature,
habitual writers of cursive Roman script produce a smooth Line
Quality with unconscious rhythmic changes in pen pressure, all of
which are lost when they carefully copy the shapes of another
person's handwriting style [10,11,13,16,18,22]. It seems likely that
Science and Justice xxx (2009) xxx–xxx
⁎ Corresponding author.
E-mail addresses: almusa44@yahoo.com (A. Al-Musa Alkahtani),
a.platt@staffs.ac.uk (A.W.G. Platt).
SCIJUS-00165; No of Pages 5
1355-0306/$ – see front matter © 2009 Forensic Science Society. Published by Elsevier Ireland Ltd. All rights reserved.
doi:10.1016/j.scijus.2009.08.003
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ARTICLE IN PRESS
Please cite this article as: A. Al-Musa Alkahtani, A.W.G. Platt, A statistical study of the relative difficulty of freehand simulation of form,
proportion, and line quality in Arabic signatures, Sci. Justice (2009), doi:10.1016/j.scijus.2009.08.003