unit one Flashcards
what is the scientific method?
an empirical method of acquiring knowledge through tests and experimentation to come up with results
what are the 6 steps in the scientific method?
- formulate question
- sampling
- sample prep
- analysis
- interpretation stats and results
- draw conclusions
what is an analyte?
the chemical substance being measured
what is an assay?
the process of determining the amount of analyte in a sample
what is qualitative analysis?
concerned with the identification of the elements, ions, compounds present in an unknown sample
what is in the sample?
what is quantitative analysis?
concerned with the determination of the quantity of one or more components of the sample
how much is in the sample?
what is a signal?
a measured quantity that is correlated to the amount of analyte
what are the two ways to observe a signal?
visual detection and electrical detection
what happens in visual detection of a signal?
colour change, formation or disappearance of a solid
when is visual detection used?
in volumetric methods of analysis
what are the advantages of visual detection?
simple, low-cost, no maintenance
what are the disadvantages of visual detection?
subjectivity affects accuracy and precision
may not be very sensitive
may require large samples volumes
often time-consuming
low throughput
what is through put?
can you get through a lot of samples really quickly?
what is electrical detection?
measurement of voltage or current
we first measure then we transduce
what is voltage?
electrical potential energy (per unit charge)
measured as the electric potential difference between two points
what is current?
the rate of flow of charge past a point in a circuit (typically electrons moving in a conductor, but not always)
what is a transducer?
a device that converts an input stimulus (light, heat, pressure) into an electrical output
What are the advantages of electrical detection?
objective
often more sensitive
often faster
automation
analyze smaller sample volumes
can be portable
what are the disadvantages of electrical detection?
more costly
maintenance and repairs
calibration required
what is noise?
unwanted variation in a measured quantity
random fluctuations in the background
what is the signal-to-noise ratio?
the magnitude of the signal divided by the magnitude of the noise
how can you increase S/N?
multiple scans can be acquired and averaged
what is S/N proportional to?
S/N is proportional to the root of the number of measurements (n)
what is a sample matrix?
all the components of a sample except the analyte
what is a blank?
a man made sample that lacks the analyte, but otherwise contains the solvent, reagents, etc., used in the analysis
tries to approximate the sample matrix
commonly used in analytical experiments
what is the limit of detection (LOD)?
a method’s detection limit as the smallest concentration or absolute amount of analyte that has a signal significantly larger than the signal from a suitable blank
what is the formula of the limit of detection?
(SA)DL = Smb + 3sigmamb
what is the limit of quantitation (LOQ)?
the ability to detect an analyte is not the same as being able to report the concentration with confidence
what is the formula for LOQ?
(SA)loq = Smb + 10sigmamb
what is a positive control?
a standard sample that contains a known quantity of the analyte of interest. helps prevent false negative results
what is a negative control?
a standard sample that does not contain any analyte. helps prevent false positive results
what are positive and negative controls used to assess?
test validity
what are figures of merit?
analytical parameters used to characterize and validate an analytical method
what are the 7 types of figures of merit?
- LOD and LOQ
- accuracy
- precision
- selectivity
- sensitivity
- range
- robustness
what is accuracy?
the closeness of an experimental value to the true value
what is precision?
agreement among the results
usually it is expressed using the standard deviation
what is absolute error?
the difference between the measured and true value
the value can be + or -
what is relative error?
the error in a measurement, expressed as a percentage
what is the formula for absolute error?
e = x - u
x = measured
u = true
what is the formula for relative error?
(x-u)/u * 100
what are replicates?
samples from the same source, run using the same method, under the same conditions, and expected to give the same result in the absence of error
what is reproducability?
other labs/ scientists reproducing results
what is repeatability?
repeating your own experiments
what is selectivity?
the extent to which other substances interfere with the determination of an analyte (typically via reactivity/ molecular interactions)
what is good selectivity?
analysis method has minimal interferences
what is poor selectivity?
analysis method prone to certain interferences
what is interference?
a specific chemical substance in a sample matrix that causes a systematic error in a measured quantity
they may act on analyte, reagent, be the source of large background signal, cause negative or positive bias, or cause absolute or proportional errors
what is a masking agent?
a reagent that prevents one or more components in a sample matrix from interfering with an analysis
what is specificity?
a method that is 100% selective
extremely rare