Scientific Literacy
Introduction to units
Concepts, principles and theories
- Why units are important
- What SI base units are
Manipulating and presenting data
- What the common metric prefixes are and how they relate to the base unit
- What the difference is in powers of 10 between different metric prefixes
- How to convert from small units to big units
- How to convert from big units to small units
- How to apply metric prefix conversions to calculations
Scientific numeracy
Concepts, principles and theories
- Define what is meant by accuracy and precision
- Define scientific notation and how we represent numbers in this format
- Define when it is appropriate to think in terms of decimal places and significant figures in a value
Manipulating and presenting data
- How to round a value to the requested decimal places or significant figures
- How to calculate percentage and percentage change
- How to write values as powers of 10
- How to convert between metric prefixes and apply to calculations
- How to determine the most suitable graph type for a given set of data
- Define what should be plotted on each axes of a graph and how to select suitable ranges
Interpreting and analysing data
- How to identify the slope and intercept value from the trendline equation
- How to rearrange the trendline equation to calculate the concentration of an unknown
- How to determine the central tendencies and distribution for a set of data
- How to identify outliers in a set of data
- How to rearrange and solve the C1V1 = C2V2, pH and proton concentration and ideal gas law equations
Micropipetting
Using instruments and equipment
- How to apply micropipetting skills and knowledge when identifying minimum, maximum and measured volumes using different types of micropipettes
- How to differentiate what each number in the display dial represents
- How to recognise appropriate actions in the case of the micropipette malfunctioning
Manipulating and presenting data
- How to convert volumes in millilitres to microlitres and vice versa
Moles and molarity
Concepts, principles and theories
- Define a mole
- Define molarity
Manipulating and presenting data
- How to use the periodic table to identify the molar mass of a substance
- How to calculate the number of moles from the mass and the molar mass
- How to rearrange the moles equation to isolate and calculate mass or molar mass
- Define molarity
- How to calculate the number of moles from the concentration and volume
- How to rearrange the moles equation to isolate and calculate concentration or volume
Single step dilutions
Concepts, principles and theories
- When to utilise dilutions
Manipulating and presenting data
- What the C1V1 = C2V2 equation can be used to calculate
- How to rearrange the C1V1 = C2V2 equation to isolate each component
- How to identify which concentration or volume component needs calculating and then perform the relevant calculation
Dilution factors
Manipulating and presenting data
- How to calculate dilution factors from concentration
- How to calculate dilution factors from volume
- How to calculate volumes and concentrations knowing dilution factor
Interpreting and analysing data
- How to identify givens and unknowns in scenario based practice
Concepts, principles and theories
- How to identify the appropriate algebraic rearrangement to solve for unknowns
Serial dilutions
Concepts, principles and theories
- Define what is meant by a serial dilution and 10-fold dilution
Manipulating and presenting data
- How to calculate the dilution factor when given the concentrations of solutions in the series
- How to rearrange the dilution factor equation to calculate the successive concentrations in a serial dilution
- How to rearrange the dilution factor equation to calculate the volume of solution and diluent required for each step in a dilution series
Calculating pH
Manipulating and presenting data
- How to calculate the pH from the proton concentration
- How to calculate the proton concentration from the pH
- Define the relationship between pH and proton concentration
- How to determine the proton concentration of a strong acid
- How to determine the hydroxide concentration of a strong base
- How to calculate the proton concentration using the Kw equation
- How to calculate the pH of a resulting solution from a neutralisation reaction
Concepts, principles and theories
- How to apply the pH equation to different situations
Acid base titration
Concepts, principles and theories
- How to use titration data
Interpreting and analysing data
- How to calculate the concentration of an analyte using titration data
Beer-Lambert equation
Manipulating and presenting data
- How to calculate the absorbance using the Beer-Lambert equation
- How to convert between metric prefixes
- How to rearrange the Beer-Lambert equation to isolate and calculate the concentration
- How to rearrange the Beer-Lambert equation to isolate and calculate the absorption coefficient
- How to calculate the absorbance using the light absorption ratio version of the Beer-Lambert equation
- How to rearrange the Beer-Lambert equation to isolate and calculate the percentage light exiting a solution
Concepts, principles and theories
- When to apply the fundamentals of Beer's Law to various solution scenarios
Henderson-Hasselbach equation
Manipulating and presenting data
- How to calculate the pH of a solution using the Henderson-Hasselbalch equation
- How to rearrange the Henderson-Hasselbalch equation to isolate and calculate the pKa
- How to rearrange the Henderson-Hasselbalch equation to isolate and calculate the conjugate base:acid ratio
Concepts, principles and theories
- How to use the Henderson-Hasselbach equation in different situations
Quantitative Skills (Biomedical and Chemistry)
Fundamental numeracy
Concepts, principles and theories
- Working familiarity with terms such as decimal places, significant figures, precision, powers of 10, normalised scientific notation, reference ranges and more
- Applying this familiarity to answer a range of questions in biomedical contexts
Manipulating and presenting data
- Importance of portraying scientific values in different ways e.g to various precisions and in different notations
- Converting values between different representational formats
Interpreting and analysing data
- Making use of numerical data and text information from a biomedical experimental scenario
- Using the skills learned throughout the sheet to interpret and analyse this data
Units and unit conversions
Manipulating and presenting data
- How to convert values to scientific notation and select appropriate units
- How to perform unit conversions within calculations involving concentration
- How to calculate the concentration of a solution
- How to calculate dimensions of microscopic objects
Concepts, principles and theories
- How to identify which of two solutions is more concentrated
- How to describe to what extent a change in volume affects the concentration of a solution
- How to describe the process of converting a concentration from mg/mL to g/L
- How to identify the type of white blood cell based on its size
Manipulating and presenting data
- How to calculate centrifuge force based on radius and RPM
- How to determine percentage of lymphocytes in a blood sample
- How to calculate monocyte cell count based on percentage and total cell count
- How to dilute solution volume from a stock solution
- How to calculate number of moles in a mass of EDTA and molarity of an EDTA solution
Concepts, principles and theories
- How to identify the variable that needs to be isolated in a dilution calculation
- How to apply the mathematical operation to rearrange equations to isolate a specific variable
- How to identify constants in formulae
Interpreting and analysing data
- How to identify the likely type of a white blood cell based on its measured diameter
Data visualisation and graphing
Concepts, principles and theories
- Why appropriate graph types must be used for varying data types
- How to identify presentation issues in a scatter plot
Manipulating and presenting data
- Choose appropriate data, axes and and plot elements to construct a graph
- Calculate protein concentration using a scatter plot's trendline formula
Averages, spread and precision
Manipulating and presenting data
- How to identify and calculate the outlying value in a patient dataset
- How to determine to what extent a patient's blood glucose level compares to the standard deviation of a reference group
Concepts, principles and theories
- How to differentiate between mean and median in datasets with and without outliers
- How to identify whether a dataset demonstrates high or low accuracy and precision
Interpreting and analysing data
- How to calculate mean, median and mode for patient blood glucose datasets
- How to calculate the standard deviation for a patient dataset
- How to calculate data ranges in specific standard deviations from the mean of the dataset
Statistical Principles
Data types and measurement
Manipulating and presenting data
- How to record data and identify errors in data tables and lab books
Obtaining and recording data
- How to assess and construct data results
Concepts, principles and theories
- How to classify various types of data
Data display and distribution
Concepts, principles and theories
- How to identify the correct equation for constructing histograms
Manipulating and presenting data
- How to calculate data frequency for histogram construction
Interpreting and analysing data
- How to interpret histogram distributions and results
Interpreting averages and quartiles
Manipulating and presenting data
- How to calculate statistical values from various data sets
- How to construct box plots
Interpreting and analysing data
- How to interpret statistical values and plots
Variability and confidence intervals
Interpreting and analysing data
- How to analyse and compare statistical values
Manipulating and presenting data
- How to calculate standard deviation for various datasets
- How to calculate standard error for various datasets
- How to calculate confidence intervals for various datasets
Concepts, principles and theories
- How to describe and predict statistical values
Correlation
Concepts, principles and theories
- How to identify appropriate statistical values under different circumstances
Interpreting and analysing data
- How to interpret statistical values
Biosciences
Agarose gel
Analytical foundations
Using instruments and equipment
- Answer questions about gel electrophoresis setup and procedure
Obtaining and recording data
- Compare and measuring migration distances of bands on a gel
Manipulating and presenting data
- Generate standard curves for migration distance
Interpreting and analysing data
- Draw conclusions from looking at gels
Concepts, principles and theories
- Answer questions related to agarose gel electrophoresis
Selecting appropriate time, voltage and concentration
Interpreting and analysing data
- How to identify the ideal time, voltage and agarose concentration conditions to run effective gels
- How to determine the usability of gel results for various purposes considering imperfect results
Concepts, principles and theories
- How to use gels to to verify the presence of DNA
- How to use gels to quantify DNA fragment length
Using instruments and equipment
- How to adjust time, concentration and voltage to obtain optimal results
- How to determine if your gel has run for the required time
Troubleshooting potential errors
Interpreting and analysing data
- How to verify the presence of all DNA fragments
- How to quantify the length of all DNA fragments
Concepts, principles and theories
- How to determine the loading errors causing the results
- How to determine the gel preparation error causing the result
- How to determine the post-run error causing the result
Pathogen identification experiment
Concepts, principles and theories
- What the purpose of experimental controls is
- How many experimental controls need to be run for a scenario
- How to identify the appropriate DNA ladder for an experiment
- How to identify the presence of a pathogen using gel electrophoresis
Interpreting and analysing data
- How to determine if gels are giving the expected results from controls
- How to match control bands with sample bands
- How to determine the validity of results and what conclusions can be drawn
Triplet repeat disease risk
Manipulating and presenting data
- How to calculate the length of the repeat region and PCR amplicon for reference samples
- How to calculate appropriate values and assemble a standard curve
- What are appropriate axes titles and graph title for the standard curve
- How to identify appropriate trendline for the standard curve
- How to calculate the number of repeats in the TRD region for the patient sample and low-risk control
Using instruments and equipment
- How to decide the contents and controls to run in each gel lane
Obtaining and recording data
- How to record migration distances of ladder bands
- How to record migration distances for control samples and patient sample
Concepts, principles and theories
- How to select the appropriate DNA ladder for experimental scenarios
Interpreting and analysing data
- What actions to take if the gel results are not as expected
- How to identify the slope and y-intercept from the standard curve graph
- How to determine the patient's disease risk based on calculated repeats
Molecular Biology
PCR primer design
Designing and planning experiments
- Use the key principles of PCR to design primers
- Write DNA sequences of primers
- Design primer extensions
Concepts, principles and theories
- How primers are affected by length, melting temperature and GC content
- How restriction enzymes create overhang regions
Enzyme kinetics: plotting fundamentals
Manipulating and presenting data
- Manipulate data to construct Michaelis-Menten and Lineweaver-Burk plots
- Identify and interpret Michaelis-Menten and Lineweaver-Burk plots
Concepts, principles and theories
- Apply the Michaelis-Menten equation to a variety of scenarios to calculate Km and Vmax
- Identify the strengths and weaknesses of Michaelis-Menten in conjunction with other analytical methods
Protein purification and yield
Concepts, principles and theories
- How to apply total activity and specific activity in context
- How to differentiate percent recovery and purification factor
- How to determine level of success of purification for outlined objective
Interpreting and analysing data
- How to apply total activity and specific activity in context
- How to differentiate percent recovery and purification factor
- How to determine level of success of purification for outlined objective
The Hardy-Weinberg principle
Concepts, principles and theories
- How and when to apply the Hardy-Weinberg principle
- How to identify variables and apply Hardy-Weinberg equations
- How and when to infer genotypes from phenotypes
- How to determine if evolutionary pressures are being applied to a biological system
Interpreting and analysing data
- How to calculate allele frequency using Hardy-Weinberg equations
- How to calculate genotype frequency using Hardy-Weinberg equations
Manipulating and presenting data
- How to summarise a large set of data
Chi-square test (genetics)
Manipulating and presenting data
- How to categorise organisms into their phenotypic groups
- How to obtain the proportions of organisms with each phenotype from a data set
- How to calculate the chi-square statistic
Interpreting and analysing data
- How to define an appropriate null hypothesis
- How to interpret a chi-square statistic
- How to assess whether to reject the formulated null hypothesis based on the p-value obtained
Microbiology
Microscopy: estimating size
Concepts, principles and theories
- What the purpose of various parts of a microscope are
Obtaining and recording data
- How to count divisions on a stage micrometer and eyepiece graticule
Using instruments and equipment
- How magnification can affect calibration
Interpreting and analysing data
- How to calibrate an eyepiece graticule</li><li>How to calculate the length of an object in a microscope
Histological staining
Concepts, principles and theories
- What the steps in histological staining are and their purpose
- How to differentiate between different staining methods
- How each of the different reagents is used to contribute to the staining of different cellular parts
Using instruments and equipment
- How to use each of the reagents and solutions in an H&E stain
Interpreting and analysing data
- How to identify good and poor results for an H&E stain
- How to identify specific problems with a stain and adjust to fix errors
Biomedical Science
Pharmacokinetics: single dose
Concepts, principles and theories
- What is meant by absorption and bioavailability
- What is the volume of distribution
- What factors contribute to the elimination of a drug from the body
- What is the difference between zero order and first order elimination kinetics
- What is meant by the elimination half-life, elimination constant and total clearance
- What is meant by the steady state and therapeutic window
Manipulating and presenting data
- How to calculate the bioavailability when the IV and non-IV dose are the same and when the doses are different
- How to calculate the volume of distribution and total clearance
- How to calculate steady state for a single dose and multiple doses
- How to calculate the dose interval for a dosage regimen
- How to calculate the loading dose and maintenance dose
- How to graphically estimate the initial plasma concentration and rate
Interpreting and analysing data
- How to estimate the volume of distribution from a graph
- How to calculate steady-state concentration
- How to analyse graphs to estimate the drug's half-life
- How to analyse a graph's trendline to calculate pharmacokinetic parameters
Pharmacokinetics: multiple doses
Manipulating and presenting data
- How to calculate suitable drug dose intervals
- How to calculate loading dose and maintenance dose amounts for given drug parameters
- How to calculate time to achieve steady state
Competitive antagonism
Manipulating and presenting data
- How to calculate and determine drug concentrations
- How to calculate and record the normalised response %
- How to calculate the dose ratios for each antagonist
Interpreting and analysing data
- How to correctly plot a dose-response curve
- How to identify the type of physiological response being measured
- How to determine maximum response from plots
- How to analyse the effect of the antagonist
- How to identify errors in dose-response curves and remedies for error
- How to determine gradient for Schild plot
Concepts, principles and theories
- How to abbreviate maximum response and concentration at which half-maximal response is achieved
Designing and planning experiments
- How to select independent and dependent variables for experimental set up
Obtaining and recording data
- How to record histamine concentrations and volumes for experiment
Ileum organ bath
Interpreting and analysing data
- How to analyse pharmacology data acquired using an organ bath
- How to interpret meaning of dose response curves
Manipulating and presenting data
- How to plot dose response curves
Ecology
Interpreting and analysing data
- Estimate the population size of a range of mark-recapture scenarios
Concepts, principles and theories
- Apply principles around the application of mark-release-recapture
Obtaining and recording data
- How to use both visual and textual information to measure the number of marked and unmarked individuals
Simpson's biodiversity index
Interpreting and analysing data
- Interpret and use case study data to calculate Simpson's Diversity Index
Concepts, principles and theories
- When to apply Simpson's Diversity Index to various situations
- Compare the diversity of different habitats
Chemistry
Physical Chemistry
States of matter and phase diagrams
Manipulating and presenting data
- How to calculate experimental values for binary systems
Interpreting and analysing data
- How to interpret graphs and ternary phase diagrams to calculate percentage of components
Concepts, principles and theories
- How to identify correct binary phase diagrams
- How to define degrees of freedom for ternary systems
Calculating equilibrium constant
Manipulating and presenting data
- How to use an ICE table to calculate concentrations and moles
- How to calculate the equilibrium constant, Kc, using equilibrium concentrations
Concepts, principles and theories
- How equilibrium shifts due to changes in concentration or pressure
- How to write the equilibrium expression for a reaction
- How to interpret Kc in regards to product or reactant favourability
Redox and electrochemistry
Concepts, principles and theories
- How to determine oxidation numbers of elements
- How to identify the components of a Galvanic cell
- How to apply basic redox principles to identify oxidation and reduction reactions
- How to balance half and full redox reaction equations
Interpreting and analysing data
- How to calculate the cell potential of a redox reaction
Iodine clock reaction (persulfate variation)
Interpreting and analysing data
- How to calculate rate reactions from concentrations and time
- How to calculate reaction order and rate constant
- How to calculate activation energy from an Arrhenius plot
Concepts, principles and theories
- How to use the iodine clock reaction
- How to derive the linearised form of the Arrhenius equation
Determine an unknown concentration of acid by titration
Interpreting and analysing data
- Interpreting equivalence points in titration curves
- Calculating concentration of a species from titration data
Designing and planning an experiments
- How to standardise NaOH with KHP
Concepts, principles and theories
- Why solutions of NaOH need to be standardised
Making a buffer
Concepts, principles and theories
- How to apply and rearrange the pH and pKa equations
Manipulating and presenting data
- How to calculate the proton concentration from the pH
- How to calculate the relative concentration of A- and HA from the Ka and proton concentration
- How to determine the relative moles of A- and HA from the relative concentration
- How to calculate the relative volumes of A- and HA to take from stock solutions
- How to determine the actual volumes of A- and HA to take from stock solutions
Designing and planning experiments
- How to calculate the required volumes of weak acid and conjugate base needed to make a buffer solution of desired pH
Kinetics: rate equations
Concepts, principles and theories
- How to identify which experiments would be suitable for determining the reaction order with respect to each reactant order
Manipulating and presenting data
- How to derive the reaction order equation from the rate of reaction equation</li><li>How to calculate the reaction order
Interpreting and analysing data
- How to calculate the rate constant of a reaction
Organic Chemistry
Introduction to naming organic molecules
Concepts, principles and theories
- How to identify and name the parent chain
- How to identify the functional group and its position on the parent chain
- How to name organic molecules with functional groups
Naming multi-chain molecules
Concepts, principles and theories
- How to name an alkane with side chains
- How to name an alkane with side chains and functional groups
Synthesis of paracetamol
Working in a safe manner
- How to identify experimental hazards and proper disposal methods
Manipulating and presenting data
- How to calculate the yield and Rf values
Concepts, principles and theories
- How to interpret TLC and melting point data to determine the purity of the synthesised product
- How to interpret spectra relating to the synthesis
Introduction to food tests
Concepts, principles and theories
- What the different food groups are
- How and when to use different food tests
- How food tests interact with macromolecules to give results
Interpreting and analysing data
- How to determine if various food tests are positive or negative: iodine solutions, Benedict's reagent, emulsion and biuret reagent
- How to identify the macromolecule composition from food test results
Inorganic Chemistry
The oxidation states of vanadium
Concepts, principles and theories
- How to apply basic principles of oxidation-reduction reactions
- How to balance oxidation-reduction half reactions
- How to balance oxidation-reduction full reactions
Inorganic pyrotechnics
Manipulating and presenting data
- How to calculate moles, mass, volume, theoretical yield, changes in enthalpy, entropy, and Gibbs free energy
Interpreting and analysing data
- How to interpret the results of change in Gibbs free energy
Concepts, principles and theories
- How to determine the oxidation states of elements in different molecules
- How to balance equations and analyse the causes of observable features of redox reactions
Coordination compounds
Manipulating and presenting data
- How to calculate the theoretical yield of a synthesised coordination compound
Concepts, principles and theories
- How to identify ligand types, geometry and the structures of different coordination compounds
- How to identify the reaction conditions required for organometallic coordination compounds
Analytical Chemistry
Chemical tests
Concepts, principles and theories
- Why precipitates form and what their colours indicate
- What the causes of effervescence are
- What the chemical equations and reactions are that can be leveraged for chemical test
- How to balance chemical equations
Interpreting and analysing data
- How to identify halide ions based on precipitate colour
- How to identify the presence of a metal based on flame colour
- How to use a litmus paper and determine results
- How to use carbonyl tests and identify results
NMR spectroscopy fundamentals
Interpreting and analysing data
- Identify the number of proton chemical environments and predict the number of signals in the 1H NMR spectrum
- Relate number of protons to relative intensity of peaks
- Identify splitting patterns from neighbours
Concepts, principles and theories
- How chemical environments will result in peaks of different chemical shifts
Mass spectroscopy fundamentals
Concepts, principles and theories
- How a mass spectrometer works to achieve fragmentation of a molecule
- How to identify lost radicals and their effect on mass spectrometry data
Using instruments and equipment
- What the required steps are to run a mass spectrometer
Interpreting and analysing data
- How to identify the structure of a fragment ion based on its m/z value
- How to determine m/z value of the base peak from a spectrum
- How to determine m/z value for molecular ion peak
Infrared spectroscopy analysis
Interpreting and analysing data
- Identify key peaks in an IR spectrum
- Correspond peaks with functional groups
- Use spectra to identify corresponding compounds and molecules
Identification of an unknown compound
Interpreting and analysing data
- Identify peaks on a mass spectrum of an unknown compound
- Identify functional groups from an IR spectrum
- Interpret and assign hybridisation and splitting patterns of an H-NMR spectrum to an unknown compound
- Interpret and assign hybridisation of a C-NMR spectrum to an unknown compound
Concepts, principles and theories
- Calculate empirical formula from percent mass
- Use a combination of analytical techniques to identify an unknown compound
Forensics
Scene management: prior to the examination
Working in a safe manner
- What Personal Protective Equipment (PPE) to use
- How to keep yourself and others safe at a scene
- How to manage a crime scene
Obtaining and recording data
- How information gathering informs the dynamic health and safety risk assessment
- How information gathering informs crime scene management
- How information gathering informs forensic assessment processes
Concept, principles and theories
- Forensic Science Regulator Codes of Conduct and Practice
- ISO 17020 accreditation criteria
- Dynamic health and safety risk assessment
- Locard's Principle
- Crime Scene Management
- College of Policing Murder Investigation Manual
Incident scene: assessments and examination
Obtaining and recording data
- Why information gathering and communication skills are important in maximising forensic evidence opportunities
- How to identify priority forensic evidence and other evidence types relevant to the investigation
- How to record observations, actions and priority evidence
- How to develop a forensic strategy for evidence recovery and a hypothesis
- How to maximise forensic evidence opportunities
Interpreting and analysing data
- How to interpret fingerprint, DNA, footwear, drugs, fibres, glass and other forensic evidence
- What factors to take into account when considering the value and significance of evidence
- How to interpret forensic evidence and its priority and significance for the investigation
- How to develop a forensic strategy for evidence recovery and a hypothesis as to the circumstances of the incident
Concepts, principles and theories
- Forensic Science Regulator Codes of Conduct and Practice
- ISO 17020 accreditation criteria
- Dynamic health and safety risk assessment
- Locard's Principle
- Crime scene management
- College of Policing Murder Investigation Manual