American Journal Of Biomedical Science & Pharmaceutical Innovation
33
https://theusajournals.com/index.php/ajbspi
VOLUME
Vol.05 Issue04 2025
PAGE NO.
33-37
10.37547/ajbspi/Volume05Issue04-08
Developing Students' Critical Thinking Through
Biological Problem Modeling Technologies in Medical
Education
Ataxanov Sanjarbek Anvarovich
Assistant of the Department of Biomedical Engineering, Biophysics and Information Technologies, FJSTI, Uzbekistan
Yoqubjonova Dilnura Ahadjonovna
FJSTI, 1st year student of the Faculty of Pediatrics, Uzbekistan
Received:
25 February 2025;
Accepted:
21 March 2025;
Published:
24 April 2025
Abstract:
This article analyzes the role of modeling technologies for biological problems in developing students'
critical thinking skills in medical education. Modeling technologies provide an opportunity to understand complex
biological processes, analyze problems, and develop alternative solutions. The article also examines the main
types of modeling, their advantages in forming critical thinking, and their effectiveness in the medical education
process. The results of the study show that the use of modeling technologies serves to deepen students'
knowledge, develop analytical thinking, and increase their independent decision-making skills.
Keywords:
Medical education, biological problems, modeling technologies, critical thinking, mathematical
models, computer simulations, virtual laboratories, analysis, problem solving, innovative education.
Introduction:
In the process of modern medical
education, one of the important tasks is to develop
students' independent and critical thinking skills.
Medical science requires an understanding of complex
biological processes, which cannot be fully achieved by
traditional teaching methods. Therefore, technologies
for modeling biological problems are being introduced
into the educational process. This article analyzes the
impact of modeling technologies on the development
of critical thinking in medical education. Medical
education is the process of training qualified specialists
for the healthcare sector, which includes teaching the
basics of medical science, developing clinical skills, and
increasing practical experience. The main goal of
medical education is to train highly qualified doctors,
nurses, and other medical specialists to provide quality
medical services to society.
Important aspects of medical education:
- Interdisciplinary approach - related to biology,
chemistry, physics, pharmacology, anatomy, and other
sciences.
- Practical training - Simulation laboratories, hospital
practices.
- Innovative technologies - Use of simulations, virtual
reality, artificial intelligence and medical modeling.
- Critical and clinical thinking - Doctors must have the
ability to think critically in order to make accurate
diagnoses and develop effective treatment plans for
patients.
Modern trends in medical education
- Online and hybrid education - the possibility of
learning through distance learning platforms.
- Virtual and augmented reality (VR/AR) - used to study
anatomical and surgical procedures.
- Person-centered education - educational programs
tailored to the interests and needs of the student.
- Medical simulations - gaining realistic experience
through modeling clinical cases.
Medical education is a constantly evolving field,
becoming more efficient with the help of modern
American Journal of Applied Science and Technology
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American Journal of Applied Science and Technology (ISSN: 2771-2745)
technologies and innovations. Modeling is the
representation
of
real-world
processes
using
mathematical, graphical, or computer technologies.
Mathematical models represent physiological and
biochemical processes of the organism;
Computer simulations predict the organism's response
to various situations.
Virtual laboratories are a way to express the possibility
of conducting experiments in safe conditions, allowing
for a deeper understanding of complex biological
processes. Modeling of biological processes in
medicine is used in the following areas.
The role of critical thinking in the development of
critical thinking
Critical thinking is a special type of thinking that draws
conclusions by analyzing facts. It is the ability to analyze
problems, draw conclusions based on evidence, and
evaluate alternative solutions. Modeling biological
problems develops students' critical thinking through
the following aspects. This concept has complex and
diverse definitions, including rationality, skepticism,
objective analysis, and fact-checking. Its prerequisite is
to agree to strict standards of mental development and
apply them with vigilance. Critical thinking requires the
acquisition of effective communication and problem-
solving skills, as well as overcoming our natural
egocentrism and sociocentrism.
Visualizing complex biological processes
By creating models of processes occurring in the div,
students understand their dynamics and have the
opportunity to analyze problems in depth.
Opportunity to experiment
By simulating processes that are difficult to implement
in real life, students analyze how specific medical
conditions develop in different scenarios.
Development of problem-solving skills
Through modeling, students develop the skills to study
variable data, make assumptions, and test them.
Teamwork and discussions
Students have the opportunity to justify their own
ideas and analyze the ideas of other group members
while working on a specific biological model.
Advantages of using in medical education
Biological process modeling technologies have the
following advantages:
- Clarity and clarity - students consolidate theoretical
knowledge using visual and interactive methods;
- Real-time error analysis - based on models, students
have the opportunity to quickly review their mistakes
and correct them;
- Independent formation of ideas - students try to solve
problems based on their own ideas.
- In the modern medical education system, it is not
enough to provide students with theoretical knowledge
alone. It is also important to develop their independent
and critical thinking skills. The use of modeling
technologies is one of the important tools for analyzing
and understanding various complex processes,
especially in the field of biological and medical sciences.
The essence of biological modeling technologies
Biological modeling is the process of describing the
processes occurring inside an organism using various
models (mathematical, computer, graphical, physical)
to understand and analyze them. With the help of these
technologies,
students
can
gain
a
deeper
understanding of complex biological phenomena and
independently formulate their own ideas.
The main types of modeling technologies:
- Mathematical models - describing the activities of
cells and organs using mathematical equations.
- Computer modeling - simulating how the organism
responds to various diseases.
- Virtual laboratories - interactive systems that allow
you to conduct experiments in a safe environment.
- 3D visualization - analysis of biological structures in
three dimensions.
The role in the development of critical thinking
Critical thinking is the ability to analyze information,
draw
evidence-based
conclusions,
and
make
independent decisions based on existing theories or
evidence. Modeling biological problems develops
critical thinking through the following aspects:
Deep analysis of complex biological processes
Students can understand the mechanisms of disease
development using various models and isolate
important parts of them by visualizing processes.
Students safely conduct expensive and dangerous
experiments in the real world in virtual laboratories and
draw conclusions based on their results.
Study and evaluate alternative solutions
Modeling technologies encourage students to test
different scenarios. For example, the effect of a drug on
the div is analyzed using different models, which
allows them to compare alternative treatment
methods. By working together on specific models,
students develop the skills of expressing their opinions,
discussing with other group members, and justifying
arguments.
Advantages of modeling technologies in medical
education
American Journal of Applied Science and Technology
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American Journal of Applied Science and Technology (ISSN: 2771-2745)
- Practical application of theoretical knowledge -
students have the opportunity to apply the theoretical
knowledge they have learned to real life.
- Expressing complex information in an understandable
form - through visualization, students can more easily
understand complex processes.
- Real-time error analysis - through modeling, students
have the opportunity to identify and correct their own
errors.
- Developing decision-making and reasoning skills -
students learn to find the most optimal solution by
testing different scenarios.
Modeling
When we talk about medical and biological tasks, we
mean understanding the text, finding solutions using
mathematical methods. Aspects of mathematical
education in a medical university can be considered on
the basis of a universal multiplicative model of the
quality of education. It is necessary to move from
classical methods in teaching mathematics to the
method of applying mathematical methods in medical
practice.
The reasons for the low level of students in modeling
are:
- insufficient use of this method;
- mainly explanatory and illustrative methods are used
in the educational process;
- the conflict between the scientifically based
methodology of teaching and existing methods, which
does not allow to fully reveal the diversity of the
application of the modeling method to the educational
process.
Thus, the current methods of teaching students using
the modeling method are not enough to ensure the
required level of education and professional skills of
graduates. Analysis of the state of problems of student
learning in medical universities revealed the following
contradictions. Scientific information in the field of
medicine has increased. This information cannot be
delivered to students without modeling and other
modern methods. Between the increasing role of the
modeling method in scientific research and education
and the existing theoretical research in the field of
teaching methods of scientific disciplines, there were
no conceptual rules that would allow creating a
teaching methodology for students using the modeling
method. The requirements for the quality of personnel
training are increasing. But the level of training is not
significant. The methodological system for training
students in modeling has its own characteristics. The
unification of natural scientific knowledge within the
framework of various scientific disciplines based on the
modeling
method,
i.e.
systematic
reflection,
experimental planning, construction of scientific
theories, the educational role of the modeling method
in scientific research. The following stages of targeted
selection of educational material and training students
in the modeling method are the provision of new
theoretical materials to familiarize them with the
modeling method. Development of general approaches
to the application of the modeling method. Using the
natural scientific content of specially developed
creative tasks aimed at using the modeling method in
the formation of special professional competencies in
the process of teaching subjects. The use of this
method increases competence in the field of modeling,
develops theoretical thinking. The main principles of
improving
educational
technologies
using
mathematical modeling methods are implemented. A
higher educational institution with a medical specialty
as its professional direction should provide
mathematical training: mastering the mathematical
apparatus that allows students to model, analyze and
solve important problems related to simple
mathematics encountered in medical science and
practice; explaining the need to improve knowledge in
the field of mathematics and its application. The
implementation of the professional direction of
teaching mathematics for a given specialty includes:
firstly, maintaining mathematics within the framework
of a single invariant course; secondly, ensuring the use
of mathematics in other disciplines, thirdly, using
mathematical models used in various branches of
medical science and practice.
When choosing a mathematical content for training
medical students, the following principles should be
followed: a phased approach, personal and
professional significance and adaptation. Together,
these principles allow you to adjust the nature and
depth of the studied mathematical material to the
mathematical and propaedeutic-professional study.
They contribute to the development of methodological
support for the mathematical preparation of the future
doctor. The mathematical preparation of a doctor
should be carried out in the following areas:
integrativeness, connection between elementary and
senior courses, compatibility of students' future
professional elements with mathematical activities, the
preparation of professionally oriented tasks is achieved
through the use of activities; renewal of professional
motivation, which is carried out on the basis of
involving situations that are significant from the point
of view of medical practice; creative approach to issues.
The creation of training materials and systems of
professionally oriented tasks in various mathematical
sections, as well as topics for practical work, their
American Journal of Applied Science and Technology
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American Journal of Applied Science and Technology (ISSN: 2771-2745)
implementation involves the involvement of a very
serious mathematical apparatus. From the point of
view of the problems under study, mathematical
problems are considered, first of all, as a means of
developing professionally important intellectual
qualities necessary for a future doctor ("unusual"
problems play an important role here), and secondly,
as a carrier of mathematical content of professional
importance. The formation of skills necessary for the
formulation and solution of problems of a medical
nature, their components are highlighted, an algorithm
of the corresponding work is formulated, various
methods of such work are indicated (including the
introduction of professional information into the
conditions of a mathematical problem; "framing" the
condition with a purely medical plot, etc.), and a
typology of tasks of this type is presented. When
developing
methodological
support
for
the
mathematical training of a future doctor, it is
recommended to adhere to the following basic rules.
Modeling and modeling classification
Each model is created for a specific purpose and is
therefore unique. However, the presence of common
features allows us to group all their diversity into
separate classes, which facilitates their development
and study. In theory, there are many signs of
classification, and their number is not determined.
- However, the following classification criteria are most
suitable:
- The nature of the simulated side of the object;
- The nature of the processes occurring in the object;
- The method of implementing the model.
Classification and modeling of models based on the
"nature of the simulated side of the object".
Functional models demonstrate only the behavior, the
function of the modeled object. In this case, the
simulated object is considered a "black box" with inputs
and outputs. The physical nature of the object, the
nature of the processes occurring in it, the structure of
the object, since they are unknown, are ignored by the
researcher. In functional modeling, the experiment
consists of observing the output of a simulated object
with artificial or natural changes in input effects. Based
on this data, a behavioral model is built in the form of
some mathematical functions. A computer chess
program is a functional model of the human brain when
playing chess. Structural modeling is the creation and
study of a model whose structure (elements and
connections) is similar to the structure of the simulated
object. As we learned earlier, the similarity is not
established at all, but is established relative to the
research goal. Therefore, it can be described at
different levels of consideration. The most general
description of the structure is a topological description
using graph theory. For example, military exercises are
a structural model of a type of military action.
Classification of models and modeling based on the
"nature of the processes occurring in the object".
According to this criterion, models can be deterministic
or stochastic, static or dynamic, discrete or continuous
or
discrete-continuous.
Deterministic
models
represent processes that do not have random effects.
To develop critical thinking, you need to do the
following:
Step One. First, you need to analyze the information,
interpret it, and if necessary, evaluate it. This is the
most important competency in working with
information. What is primary and secondary
information? What is primary and secondary? Cause
and effect? How is one piece of information related to
another?
Step Two. It is very difficult to confuse the thoughts of
a critical thinker, because he can easily identify all
logical errors and any inconsistencies in thinking. Use a
simple algorithm of critical questions. Is the topic of
discussion clear? Can all arguments be called true? Are
all arguments disclosed and proven? Are there no
contradictions?
Step Three. Finding logical errors is one thing,
explaining them and substantiating them to your
opponent is another. The skill of argumentation and
convincing reasoning is the main aspect of critical
thinking. Persuasion should not be based on a beautiful
presentation or form, but on comprehensively proven
and disclosed evidence. The fourth step. And finally,
the main point. A person can theoretically analyze
information perfectly, find logical errors in exercises in
a logic textbook, build arguments in the format of an
artificial “debate”, but if he cannot apply all this
knowledge and skills to business practice and solve real
practical cases, this method will not give any results.
Therefore, the fourth component of critical thinking is
the ability to apply the results to solve problems.
Critical thinking can and is very necessary to develop. It
requires constant development. Critical thinking is not
about criticism. It is about how to navigate in a huge
flow of information, how to analyze incoming
information. You need to doubt and ask different
questions. The more complex the idea, the statement,
the more questions you should have. It is important not
to be afraid to check the information several times and
look for primary sources, compare several sources.
Most importantly, you need to learn to look at
everything critically and not just believe any
information.
American Journal of Applied Science and Technology
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American Journal of Applied Science and Technology (ISSN: 2771-2745)
CONCLUSION
The use of biological modeling technologies in medical
education is an effective tool for teaching students
critical thinking. Through these technologies, students
visually analyze complex biological processes and
develop scientific thinking and problem-solving skills.
Therefore, the widespread introduction of modeling
technologies in medical education is of great
importance. Critical thinking plays an important role for
doctors.
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