Glossary


Browse the glossary using this index

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A

axis

One of the two fixed, perpendicular reference lines in a 2D graph (generally referred to as the x-axis and the y-axis).


B

bar chart

A chart that presents categorical data as rectangular bars proportional to the values they represent. The bars may be horizontal or vertical.


bimodal

A data distribution that has two peaks.


bin


box-and-whisker plot

A graphical representation of the dispersion of a numerical dataset that indicates the median, quartiles and range.


boxplot


breakpoints


C

central tendency

A single value that attempts to describe a set of data by identifying the central position within that set of data.

class intervals

A subset of a dataset representing one of the bars on a histogram. The data is subdivided according to the value of the independent variable and, generally, each class interval is of equal width.


Clinical and Laboratory Standards Institute (CLSI)

A not-for-profit organisation fostering excellence in laboratory medicine, creating best practice standards and guidelines for antimicrobial susceptibility testing and quality management systems.


clinical breakpoint

A discriminating concentration used in the interpretation of susceptibility tests to define isolates as susceptible or resistant.

continuous data

Numeric data or variables which can take on any value within a range. For example, temperature. 


correlation

The relationship between two numerical variables.


cut-off

A value used to split continuous data into categories; for example, into resistant and susceptible isolates.


D

data

Any observation or set of observations or measurements that represent attributes about an entity, also referred to as a data unit. 


descriptive statistics

Analysis of data that helps describe, show or summarise it in a meaningful way.


dichotomise

Divide a sample into categories based on the values of a particular variable.


discrete data

Numeric data or variables that can be counted and that can only take finite values.


E

error bars

Graphical representations of the amount of error in or uncertainty of a measurement displayed on a graph.


F

frequency table

A list or table that displays the frequency of each outcome in a sample dataset; for example, bacteria identified in isolates.


G

genotypic resistance

Antimicrobial resistance that arises through one or more mutations in the genes of the bacteria concerned.


Geographic Information System (GIS)

A computational framework for the capture and analysis of geospatial data.


geospatial data

Data that combines local (geographic) information with information about a phenomenon; for example, the proportion of tested isolates in each geographical region that are found to be resistant.


Global Antimicrobial Resistance Surveillance System (GLASS)

A system for standardising and sharing surveillance data on antimicrobial resistance (AMR) worldwide.


H

histogram

A graph like a bar chart that displays the distribution of the values of a numerical variable that have been grouped into ranges (e.g. age ranges).


I

inferential statistics

Analytical tools and tests used to make predictions about the population using data from a sample. 


M

mean

The sum of all values divided by the number of values, also known as the ‘average’.


median

The middle value in an ordered set of values.


minimum inhibitory concentration (MIC)

A quantitative measure of the sensitivity of particular microbes to an antibiotic. Defined as the lowest concentration of an antimicrobial agent that inhibits the visible growth of a microorganism.


multimodal

A distribution with more than two peaks.


N

National Antimicrobial Resistance Monitoring System (NARMS)

A public health surveillance system for tracking and monitoring the prevalence of AMR in the US over time.


negative correlation

The type of correlation in which, as the values of one variable increase, the values of the other variable decrease.


nominal data

Categorical data that is unordered, that is, the meaning does not change if the categories are re-ordered. Examples include gender and cattle breed.


normal distribution

A symmetrical data distribution in which the mean, median and mode are equal; informally known as a ‘bell curve’. 


numeric

Data that can be represented as counts or measurements.


O

OIE

World Organisation for Animal Health. The intergovernmental organisation responsible for improving the health of livestock and other animals worldwide. The acronym is derived from the original French name of the organisation, Office International des Epizooties.


ordinal data

Categorical data that can be ordered and where that order is ranked. Examples include age range and socioeconomic status.


outliers

Points in a data distribution that differ significantly in value from the bulk of the distribution, i.e. that lie further away from the mean than almost all other points.


P

phenotypic resistance

Antimicrobial resistance that is achieved without any genetic change to the bacteria concerned, e.g. as a result of persistence or the growth of a biofilm.


pie chart

A circular plot of a single variable in which the proportion of each value of the variable is shown as the arc length (and therefore angle or area) of the respective ‘slice’ of the ‘pie’.


positive correlation

The type of correlation in which, as the values of one variable increase, the values of the other variable also increase.

proportions

Mathematically, part of a number in comparison to the whole.


S

scatter plot

A graph of points in which each point represents the value of a pair of variables (plotted on the x- and y-axis, respectively). Used to visualise the relationship between the variables.


sentinel poultry

Flocks used for the early detection of mosquito-borne pathogens that infect the birds without causing symptoms.


skewed

A distribution where the data points cluster more toward one side of the scale than the other, creating a curve that is not symmetrical.


spread

In statistics, how different the data points in a distribution are, that is, how closely clustered they are to the mean.


standard deviation

A measure of the dispersion of a set of data points, as measured by their distance from the mean, and defined as the square root of the mean of the squares (r.m.s) of those distances. The square root of the variance.


U

unimodal

A distribution with a single mode, that is, one with a single most common value. A normal distribution is unimodal.


V

variable

Any characteristic or attribute of a data unit that can be measured.


variance

A measure of the dispersion of a set of data points, as measured by their distance from the mean, and defined as the mean of the squares of those distances.


W

whiskers

The lines drawn on a box and whisker plot between each quartile and the nearest end of the distribution (minimum or maximum).



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