Part II
3 Epidemiology of Infectious Diseases
Learning Objectives
By the end of this chapter the reader will be able to:
- Learn about the field of infectious diseases as the initial field of study in epidemiology
- Learn about the epidemiological triangle and its related terms commonly use in the area of infectious diseases
- Relate prevention of disease outbreaks to modes of transmission
- Analyze the concepts of infectivity, pathogenicity, incubation period
- Apply the learned concepts to real life situations, especially during epidemics
Introduction
Epidemiology basically started as a science for the study of infectious diseases. Why infectious diseases? It is because since the beginning of times, infectious diseases have been the main cause of mortality in the world. For this reason, it is said that infectious diseases created epidemiology as a science that study health phenomena, especially disease, and mainly transmissible diseases. Also, it can be said that without infectious diseases, there is no epidemiology.[1] That is the reason for this chapter to exist ahead of the majority of topics covered in the rest of this textbook.
How things got started?
Everything started with the epidemiologic triangle and its components – already covered at the beginning of this book. I am posting the image again to refresh the concept. See below:

In this model, for disease to occur, there is need to have a host, an agent, and an environment. [2] The variable, time was added, later. In this manner, the interaction among host, agent and environment happen in a certain period of time.
The agent (also, called, infectious disease agent, or,
It is accepted that the agent is one of the major factors, without an agent there is no disease [because this is biologic/medical model]. Common agents include: bacteria, viruses, fungi, other microbes and parasites.[3], [4] Examples of common agents include, the viruses. See picture below:
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Electronic picture of a virus. Photo by Judy Schmidt, Image from PIXNIO. Public Domain. |
The
The host can be a person, or an animal that harbors the disease. [5] As described later in the textbook, a host can show symptoms of the disease, or, can be free of symptoms.
The
In general it is accepted that the environment is everything that surrounds the host, or, promote the existence of the agent.[6] It is is the external (to the host or, agent) set of factors that contribute to the development of the disease. It refers to the duration of the disease, it includes incubation periods (not symptoms are manifested during this period), or, the manifestation of the whole set of symptoms that characterize the disease.
Disease Transmission
In addition to the definitions above, it is customary to review additional concepts that help to explain how infectious diseases occur. The first of this is, transmission.
Common ways of transmission
goes together with the concept of chain of infection [also visited before in this book]. See image below about the general process of transmission.
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Image of The chain of infection. CDC. Public Domain. |
In this context, diseases can be transmitted directly or, indirectly. Direct transmission is the spread of disease from person to person. Examples, kissing, touching and (or, the person who has the disease). It can occur through direct physical contact, or direct person-to-person contact, such as touching with contaminated hands, skin-to-skin contact, kissing, or sexual intercourse. And, in other situations, the direct transmission occurs while a person is coughing or, sneezing in which the (of infection) spread from an infected person to a susceptible host[7]
Indirect Transmission, in this case, the spread of the infection occurs through an source called, vehicles, fomites, or, vectors. These terms require the use of some definitions starting with , which is the medium that contains the infection agent. Examples of vehicles include used needles contaminated with blood, which is common among IV substance users, or, in the case of needles accidentally contaminated with hepatitis. Another common example of a vehicle is contaminated water.
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Image Source: Indian Journal of Health Sciences and Biomedical Research KLEU and Pinterest |
Other forms of Indirect transmission, , in this situation, the disease is spread via droplets when a person sneezes, coughs, or talks, spraying microscopic pathogens. It can also happens when dust particles are spread by fans in abandoned buildings.
The mechanism for airborne indirect transmission. Example, when an infected person coughs or sneezes, tiny particles containing droplet nuclei are expelled into the air.
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‘Airborne transmission,’ image from Wikimedia, Licensed CC BY 4.0 International. |
Since its importance, the concept of is defined here, which is a particle 1-5 micron in diameter that contains the infectious agent inside (see image below). The droplets nuclei can remain suspended in the air for several hours, depending on the environment. The most effective droplet nuclei tend to have a diameter of ≤ 5 μm. [8]
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‘The Droplet nuclei’, Image prepared by Giovanni Antunez, Licensed CC BY 4.0 |
To have an idea of the generation of droplets’ nuclei, it helps to compared how many of these droplets can be generating while coughing, talking, or, sneezing. See image and comments below:
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‘Sneezing,’ image from CDC PHIL, Public Domain. |
Ways in which occurs. Examples include, waterborne, vehicleborne, foodborne, and vectorborne. Details of these forms of transmission are discussed in more detail below:
, this type of indirect transmission is when a pathogen (for example, shigella, cholera) is carried via drinking water, swimming pools, streams, lakes. This type of transmission is more frequent for example in some periods of the year, for example summer when most people are more active and visit recreation centers that have public pools, or, when people visit lakes.
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Shigella’ bacteria, image from Medicinenet.
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‘Sarcoptes scabei’ image from Wikimedia. | ‘Pediculosis capitis‘, the cause of a head lice, image from Flickr. | ‘Pediculosis pubis’ the cause of Pubic lice, from Wikimedia. |
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‘Malaria Cycle,’ Image from CDC, Public Domain. |
Reservoirs
This term refer to humans, animals, plants, soil, or inanimate organic matter (feces or food) in which infectious organisms live and multiply. For example, the reservoir for Clostridium tetani that causes tetanus is
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‘Soil’, image by Jayme Burrows at The Spruce. |
commonly contaminated soil. This information is very important especially for individuals who do gardening, or, work in occupations that require handling of soil and have open wounds that could be contaminated with the Clostridium spores. [10]
which is inanimate objects that may become contaminated with the infectious agent. A common example are contaminated diapers in a day care center. Diapers are also fomites that may contribute to the spread of some infectious agents, especially, gastrointestinal and respiratory infections.[11]
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Image from Diapers. |
Another example is personal protective equipment (PPE) used for decontamination. Although fomites seem important in the transmission and spread on an infectious disease, fomites are not effective (they not always contribute) to the transmission of disease.
The last of the terms in the topic of indirect transmission is , it refers usually to insects and small animals that contribute to the spread of disease as part of their life cycle. Common examples of vectors are fleas, mites, flies, mosquitoes, small rodents, etc. These vectors contribute to the spread of disease in an effective manner, so, their control is part of the preventive measures of well-known infectious diseases such as malaria, zika virus, west nile virus and others.
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Common Disease Vector, the mosquito that transmit malaria, image from Wikimedia, Public Domain. |
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‘Zoonosis,’ Image from Texas Health Dept. |
The concept of carriers
, is the process that can contribute to the spread of disease. A carrier contains, spreads, or harbors an infectious organism. It is accepted that there are at least six types of carriers: active, convalescent, healthy, incubatory, intermittent and passive. Some of them will be defined as follows:
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“An electronic picture (microscopic) of N. Menigiditis, ‘ Image from Blogspot.
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‘Geographical distribution of typhoid fever,’ Image published in Lancet, but originally developed by the World Health Organization, Public Domain. |
How an infectious agent entries in the body
Other information that is commonly covered in a principles of epidemiology textbook is the concepts of how disease entry to the body or, organism and how it lefts (or, exit) the host; this is known as, of Exit and Entry of infectious diseases. Most books and similar offer complex tables of information that can be found elsewhere,[14],[15], [16]but the following image should summarize what most student need to know for a principles of epidemiology textbook. I developed the following slide using a mnemonic that will assist with remembering the main portals, the mnemonic is COCONUT.
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Image prepared by Giovanni Antunez, Licensed CC BY 4.0 |
Some of the entrance for disease in an organism, or, host are more effective than others, for example, blood (Intravenous, or, trans-placental) is probably the most efficient, followed by inhalation and oral.
There are other definitions (or, terms) that are related to the concept of disease transmission, the most important will be reviewed. These are, incubation period, inapparent infection, generation time, herd immunity.
Incubation period, most (if not all) infectious diseases have a period in which the signs and symptoms are not manifested. The person has the infection but it is asymptomatic. Most of the time, this period called, incubation period helps the clinician and the epidemiologist to prepare in advance for the appropriate response to a disease outbreak. The incubation periods for common infectious diseases are also presented in several tables that can be found online, or, in epidemiology textbooks, for now, let’s use a slide that I prepared for this topic.
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Image prepared by Giovanni Antunez, Licensed CC BY 4.0 |
As seen in the image, some infectious diseases have such as short incubation period while for others, it may take moths, and years to manifest. In the case of food contamination (commonly called, food poisoning), the incubation period is a matter of hours, and depending of the infectious agent, the severity of the disease may lead to dehydration, complications, or even death. Another example of short incubation period is the common cold, the person exposed (and contaminated) to the infection may start the symptoms as early as 12-24 hours after exposure.
, this is a concept that has clinical significance, because it refers to asymptomatic persons who have the disease but its condition has not reached the level to be clinically obvious (with symptoms). With the advent of COVID-19, this category has raised attention because asymptomatic individuals can transmit the disease to other susceptible hosts. These individuals with no symptoms can be unknown . [17]
In general, this term refers to the time that takes an infectious disease to elevate at the level of , which is usually when the full set of symptoms manifest, and the person seek health care. Another way to see the term, is to look at the time interval between the presence of an infectious agent in a host and maximal time of communicability. The practical application of this concept is that for some diseases the maximum period of communicable can be longer, while for others is short. Both assists the epidemiologist or, any other public health professional to work in the prevention and control of infectious diseases.
Another way to see the process described above is presented in the image below:
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‘Concept of Incubation period,’ image from Wikimedia, Licensed CCO 1.0 Public Domain. |
In general and for those of us whose English is a second language, the word ‘herd’ can be confusing, but one way to understand its usage is when we refer to groups of sheep, cattle or, any other ‘herd’ that needs protection (from the wolf, or, the possum). So, the word is mostly synonymous of protection. In simple terms, herd immunity refers to the percentage of people or, animals that can be protected by immunization. The higher the number of immunized individuals, the higher the protection for those who are not immunized. In the past, this concept was highly regarded, and it was the belief that with at least 70% of vaccinated individuals, the protection was accomplished. But over the years, and with the advent of so many infectious diseases (old, and new), there is some consensus that the number should be at least 95% (the number varies by disease) of vaccinated in order to get herd immunity for those who are not immunized.[18],[19],[20],[21]
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‘A graphic representation of the concept of herd immunity’, This image is excerpted from a U.S. GAO report. |
It is important to mention that herd immunity does not work for all infectious diseases, that is another reason for the concept to be considered a ‘weak’ and ‘old’ concept to refer to this method (vaccination) used to control the spread of an infectious disease. Maybe the key is to add to the vaccination other effective features that have been used in public health for centuries, good sanitation, soap and water to wash hands and other surfaces, mask covering and social distance among other measures that we have seen working during the COVID-19 pandemic.[22].
Methods commonly used to prevent and control infectious diseases (also, called, communicable diseases)
The following section will cover the essential methods used commonly to prevent an infectious disease, it starts with the use of vaccines, sanitation, isolation, quarantine and additional measures that had been used for centuries but that are becoming relevant these days with the COVID19 pandemic. In addition, there are three key factors that are considered essential, 1) Remove, eliminate, or contain the cause or source of infection, 2) Disrupt and block the of disease transmission, and 3) Protect the susceptible population against infection and disease. In this context, and additional set of recommendations are also prescribed, and discussed in the following paragraphs:
Vaccines (also, called, Immunizations)
In the history of medicine and public health (including, epidemiology), vaccines have been considered the major weapons of defense especially on the prevention of infectious diseases, especially those common childhood infectious diseases.[23] See below a list of common vaccines that are available:
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Image prepared by Giovanni Antunez, Licensed CC BY 4.0 |
In general, vaccines are used to prepare the body to resist infection. Most of them are inactivated bacteria, viruses, or microbe toxins. This process is called, an ‘antigen-antibody reaction’. In other word, the vaccine acts as the antigen (a substance capable of stimulating the formation of antibodies). These antibodies protect the person against the infectious agents that are the cause of the disease. [24] See image of this process:
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Image from how vaccines work. |
Until recent years, most of the vaccines contained the infectious agent, but in recent years, especially during the COVID-19 pandemic in which two vaccines (Pfizer–BioNTech and Moderna) are developed using using mRNA technology, which changes the paradigm that a vaccine to combat this disease should contain an attenuated form of the infection agent. However, more time will be needed to use the mRNA technology to develop effective vaccines in the future, especially for new emerging, and re-emerging infectious diseases.[25]
Sanitation
Hand washing has been the oldest of the measures used to prevent infection. For centuries, public health has promoted hand washing as the number one activity to keep people out of disease (infectious disease).[26], [27]Together with this measure, it is important to put attention to personal hygiene (frequent bathing, regular
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‘Hand washing’ image from Pixbay. |
grooming, teeth cleaning, and maintenance, changing clothes frequently), and also to keep ventilation in homes, and buildings as the cleaning of surfaces that can act as or, inanimate transmitters of an infectious agent.[28]
In addition, face mask covering and personal protective equipment or PPE are also considered
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Family mask, image from Pixabay. |
especially for health care workers who are considered more at risk due to their exposures with infected clients, and surfaces.[29]
Environmental controls to prevent infectious diseases
This measure is aimed at providing clean and safe air, water, milk, and food. It also includes the management of solid waste (trash, and garbage); liquid waste (sewage); and control of (insects and rodents) of disease.
Host-related control & prevention
Based on the concept model of the , the host-related control is intended to protect the host from contagious diseases and infections the following protective measures are used: and isolation.
The original meaning of this word is that quarantine means, forty days, however in recent years, the word quarantine refers to specific amount of time considered in which a person is isolated, or, separated from those who are not infected with the agent, and it is not necessarily forty days, it can be as short a week, two weeks, depending on the situation as it has been used during the COVID-19 pandemic. [30], [31]
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‘Quarantine’, image from PNGmart. |
In addition, it accepted that there are four levels of quarantine used in public health: 1) Segregation, 2) Personal surveillance, 3) Modified quarantine, 4) Complete quarantine. Most of the mentioned levels are very much self explanatory but more details can be found in the Internet and epidemiology and public health literature. [32]
This method is mainly used for limited number of cases as it is in the case of humans, and also for animals. There are six levels of isolation: 1) In a private isolation room, 2) The use of separate and infection control gowns, 3) Staff must wear masks, 4) All staff must gloved with interacting, treating, or working
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‘Quarantine versus isolation’, Image from Dept. of Health, City of Philadelphia, Pennsylvania. |
with or on the patient or subject (e.g. an animal), 5) Hands washing is required upon entering, and leaving the patient’s room, 6) All contaminated articles or possible contaminated articles including linen, dressing, syringes, instruments, etc., must be disposed properly.[33]
Summary
This chapter has covered the most essential concepts and definitions commonly used in the area of infectious diseases epidemiology. As it has been repeated several times in the content above, the study of infectious diseases is the original focus of the field of epidemiology, which is the main reason for having a separate chapter on the topic. The medical model is the dominant force behind the study of infectious diseases, and the majority of the methods used in prevention and control of these diseases. Infectious diseases constitute the major focus of the public health/health care system activities and interventions in the United States and probably internationally.
- Barreto, M. L., Teixeira, M. G., & Carmo, E. H. (2006). Infectious diseases epidemiology. Journal of epidemiology and community health, 60(3), 192–195. https://doi.org/10.1136/jech.2003.011593 ↵
- CDC. (n.d.). Lesson 1 Understanding the Epidemiologic Triangle through Infectious Disease, pdf material. From https://www.cdc.gov/healthyschools/bam/teachers/documents/epi_1_triangle.pdf ↵
- Mayo Clinic. (n.d.). Types of infectious agents. From https://www.mayoclinic.org/diseases-conditions/infectious-diseases/multimedia/types-of-infectious-agents/img-20008643 ↵
- Janeway, CA., Travers, P., Walport, M. et al. (2001). Immunobiology: The Immune System in Health and Disease. 5th edition. New York: Garland Science. Infectious agents and how they cause disease. From: https://www.ncbi.nlm.nih.gov/books/NBK27114/ ↵
- Bowden, S. E. & Drake, J. M. (2013) Ecology of multi-host pathogens of animals. Nature Education Knowledge 4(8):5. From https://www.nature.com/scitable/knowledge/library/ecology-of-multi-host-pathogens-of-animals-105288915/ ↵
- Gupta, A., Gupta, R., Singh, R.L. (2017). Microbes and Environment. In: Singh, R. (eds) Principles and Applications of Environmental Biotechnology for a Sustainable Future. Applied Environmental Science and Engineering for a Sustainable Future. Springer, Singapore. https://doi.org/10.1007/978-981-10-1866-4_3 ↵
- Valencia, H.V. (July 26, 2017). How Are Diseases Transmitted? Healthline. From https://www.healthline.com/health/disease-transmission ↵
- Atkinson J, Chartier Y, Pessoa-Silva CL, et al. editors. (2009). Natural Ventilation for Infection Control in Health-Care Settings. Geneva: World Health Organization. Annex C, Respiratory droplets. From: https://www.ncbi.nlm.nih.gov/books/NBK143281/ ↵
- Tang, J. W., Li, Y., Eames, I., Chan, P. K., & Ridgway, G. L. (2006). Factors involved in the aerosol transmission of infection and control of ventilation in healthcare premises. The Journal of hospital infection, 64(2), 100–114. https://doi.org/10.1016/j.jhin.2006.05.022 ↵
- George EK, De Jesus O, Vivekanandan R. (2022, Jan). Clostridium Tetani. [Updated 2021 Aug 30]. In: StatPearls [Internet]. Treasure Island (FL): StatPearls Publishing. From https://www.ncbi.nlm.nih.gov/books/NBK482484/ ↵
- Boone, S. A., & Gerba, C. P. (2007). Significance of fomites in the spread of respiratory and enteric viral disease. Applied and environmental microbiology, 73(6), 1687–1696. https://doi.org/10.1128/AEM.02051-06 ↵
- Myrna E. Watanabe, M.E. (2008). Animal Reservoirs: Harboring the Next Pandemic, BioScience, 58, (8), 680–684. From https://doi.org/10.1641/B580803 ↵
- Gunn, J. S., Marshall, J. M., Baker, S., Dongol, S., Charles, R. C., & Ryan, E. T. (2014). Salmonella chronic carriage: epidemiology, diagnosis, and gallbladder persistence. Trends in microbiology, 22(11), 648–655. https://doi.org/10.1016/j.tim.2014.06.007 ↵
- BrainKart. (n.d.). Mode of Transmission In Chapter: 12th Nursing : Communicable Diseases. From https://www.brainkart.com/article/Mode-of-Transmission_37876/ ↵
- Al Sayyari, A. (n.d.). Patient Care In Medical Imaging RAD 233. Power Point presentation available at https://slideplayer.com/slide/6400979/ ↵
- No author. (n.d.). 3. Chain of Infection, page 3, PDF document available at https://www.gov.nu.ca/sites/default/files/files/3_%20%20Chain%20of%20Infection%20-%20march%205%20-%20low%20res.pdf ↵
- Syangtan G., Bista S., Dawadi P., Rayamajhee B., Shrestha LB., Tuladhar R., Joshi DR. (2021). Asymptomatic SARS-CoV-2 Carriers: A Systematic Review and Meta-Analysis. Frontiers in Public Health, 8, 1066. From https://www.frontiersin.org/article/10.3389/fpubh.2020.587374 ↵
- MacMillan, C. (May 21, 2021. Herd Immunity: Will We Ever Get There? From https://www.yalemedicine.org/news/herd-immunity ↵
- The Vaccine Knowledge Project. (n.d.). Herd immunity (Herd protection). From https://vk.ovg.ox.ac.uk/vk/herd-immunity ↵
- Dubé, E., Laberge, C., Guay, M., Bramadat, P., Roy, R., & Bettinger, J. (2013). Vaccine hesitancy: an overview. Human vaccines & immunotherapeutics, 9(8), 1763–1773. From https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3906279/ ↵
- Association for Professionals in Infection Control and Epidemiology (APIC). (2021). Herd immunity. From https://apic.org/monthly_alerts/herd-immunity/ ↵
- D'Souza G., Dowdy, D. (September 13, 2021). Rethinking Herd Immunity and the Covid-19 Response End Game. Johns Hopkins University. From https://publichealth.jhu.edu/2021/what-is-herd-immunity-and-how-can-we-achieve-it-with-covid-19 ↵
- CDC. (n.d.). Vaccines for Your Children, Diseases & the Vaccines that Prevent Them. From https://www.cdc.gov/vaccines/parents/diseases/index.html ↵
- World Health Organization. (2020). How do vaccines work? From https://www.who.int/news-room/feature-stories/detail/how-do-vaccines-work ↵
- Excler, JL., Saville, M., Berkley, S. et al. (2021). Vaccine development for emerging infectious diseases. Nat Med 27, 591–600. From https://www.nature.com/articles/s41591-021-01301-0 ↵
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- Goldust, M., Abdelmaksoud, A., & Navarini, A. A. (2020). Hand disinfection in the combat against COVID-19. Journal of the European Academy of Dermatology and Venereology : JEADV, 34(9), e454–e455. https://doi.org/10.1111/jdv.16574 ↵
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- Tabatabaeizadeh S. A. (2021). Airborne transmission of COVID-19 and the role of face mask to prevent it: a systematic review and meta-analysis. European journal of medical research, 26(1), 1. https://doi.org/10.1186/s40001-020-00475-6 ↵
- CDC. (no date). History of Quarantine. From https://www.cdc.gov/quarantine/historyquarantine.html ↵
- Kiliç, R., Ataman Hatipoğlu, Ç., & Güneş, C. (2020). Quarantine and its legal dimension. Turkish journal of medical sciences, 50(SI-1), 544–548. https://doi.org/10.3906/sag-2004-153 ↵
- CDC. (no date). Quarantine and Isolation. From https://www.cdc.gov/quarantine/index.html ↵
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- Barbisch, D., Koenig, K. L., & Shih, F. Y. (2015). Is There a Case for Quarantine? Perspectives from SARS to Ebola. Disaster medicine and public health preparedness, 9(5), 547–553. https://doi.org/10.1017/dmp.2015.38 ↵
The term is used to identify the cause of the disease (a.k.a. ‘agent’
A person, or animal that harbors the disease.
the environment is everything that surrounds the host, or, promote the existence of the agent.
It refers to the duration of the disease, it includes incubation periods
The way in which disease can be transmitted.
the person who has the disease who may have symptoms or, not (as it is the case of carriers - defined later).
The circle that engulfs the agent, which is contained in the saliva or, any other fluid mainly from the respiratory system.
It is a host (person or animal) whose immune system is depressed, which makes the person or animal 'susceptible' to get the infection or disease. For example, a person with severe malnutrition.
Between the source of infection and the host
the medium that spreads the infectious agent
A disease transmitted by the air through for coughing.
Particles with 1-5 micron in diameter that contain (engulfed) an infection agent that is transmitted by air (airborne).
in this case, the spread of the infection occurs through an intermediate source called, vehicles, fomites, or, vectors.
Indirect transmission, the pathogen is transmitted by water.
Indirect transmission, the pathogen is transmitted by a vehicle (usually fomites) that include utensils, clothing, washing items, combs, etc.
Indirect transmission through a vector, for example, mosquitoes, ticks, etc.
it refers to inanimate objects that may be contaminated with the infectious agent
it refers usually to insects and small animals that contribute to the spread of disease,
Transmission of a disease from animals to humans.
The disease is transmitted between vertebrate animals and humans.
An endemic disease that affect a certain group of animals only.
a 'carrier' contains, spreads, or, harbors an infectious organism.
it refers to the way in which disease enters the body of the host, and left the host.
Individuals who have the disease but are asymptomatic.
individuals or, animals who carry/have the infectious agent but have no symptoms.
the time that takes an infectious disease to elevate at the level of case
A term used to categorize an infectious disease based on certain criteria that includes signs, symptoms of the disease and laboratory tests together with other public health measures.
A conventional term used to refer to the percentage of people or, animals that can be protected by immunization. The higher the number of immunized individuals, the higher the protection for those who are not immunized.
the word 'herd' is mostly synonymous of protection.
The chain of disease transmission is one of the models already discussed in this chapter.
The triangle elements include the host, the environment, and the agent. All of them in the 'time' dimension.
Common knowledge accept that the word quarantine derives from mid 17th century Italian word, quarantina ‘forty days’, from quaranta ‘forty’.
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