Experimental Design Flashcards
(27 cards)
what is the scientific method
- determines what can be studied by science and how it should be studied
what are the steps in the scientific method
- observation = new observations are made and previous data is studied
- hypothesis = input from various sources is used to formulate a testable statement
- experiment/observations = the hypothesis is tested by experiment or further observations
- conclusion = the results are analyzed and the hypothesis is supported or rejected
- scientific theory = many experiments and observations support a theory
what are controlled variables
- ideally, do not change
- common to all treatments
independent variable
- what are you altering in the experiment (1 thing changing you control)
dependent variable
- what you are observing in the experiment, it should respond to changes in the independent variable
what are experimental controls
- results can be internally verified and experimental procedures can be validated using proper controls
positive controls
- an experimental treatment which will give the desired result
negative controls
- an experimental treatment which will not give the desired result
false positive
- type 1 error
- a result seen in the negative control
- detecting something that wasn’t there
- false positive pregnancy test
false negative
- type 2 error
- did not detect what it was suppose too
- the positive control didnt work
- negative pregnancy test but still preggo
what are other additional concerns
- ruling out experimental or subject biases (blind trials ?)
- has the experimenter taken adequate notes of all materials and methods
- is the experiment reproducible
- is a test qualitative or quantitative
- is a result statistically significant
- can you rule out correlation from causation
sensitivity
- minimum amount of X needed to record a positive result ( or give a change on a machine, able to detect smaller changes)
specificity
- positive result only comes from a truly positive sample - specific on what you are looking for
error: Random Vs systematic
random: new erroe introduced with each measurement (small amount of uncertainty - mistakes that are human or not natural can be good or bad)
systematic : error that is consistently present (constantly present, for every sample, can still counter the error and use the data)
accuracy
- how close a single recorded value is to the true value
precision
- how reliably you can measure a value (multiple)
significant figures
- measurements are limited by precision/accuracy
- when these values are used in a calculation we can not create an answer more precise than the input varibales
- as a rule you should round to the correct number of significant figures only at the end of all calculations
basic lab equpiment ; scale
scale must be tared/zeroed with empty container to obtain accurate measurements
pipettes
- graduated plastic or glass tubes
- bulbs draw solution in to be measured and dispensed
- volumetric = measure just one volume
- graduated = lines along length determine volume
- serological = calibrated to empty, so need to be emptied when done
micropipettes
- p1000 - 100-1000 uL
- p200 20-200 uL
- p20 2-20 uL
- p10 0.5 - 10uL
- adjustable volumes with defined ranged
- disposable tips
- two - step plunger (emptied out final contents with second click)
PH and buffers
- pure water dissociates to give 10-7 mol/LH and 10 -7 mol/L OH
additional acid or base pushes the equilibrium to more H or more OH bu the product of (H) (OH) is always 10-14 - to simplify representing (H) its on a logarithmic scale
pH= -log(H+)
buffers
- mant biological reactions require a defined pH range
- buffered solutions reduce pH fluctuations
- weak acids and bases
- incomplete dissociated gives an equilibruim between acid and conjugate base
- at a specific pH there will be equal amounts of the acid and base in the solution = pKa
PH and amino acids
- both the amino and carboxyl ends of an amino acid can act as an acid and base pair
- at a low pH both ends are protonated charge is +1
- at a high pH both ends are deprotonatde and charge is -1
at a moderate pH the amino end is protonated, the carboyl end is deprotonated and the net charge is neutral
storage of solutions
- many chemical solutions have indefinite shelf lives
- some solutions are unstable and need to be made fresh, store aliquotes and prevent exposure to light
- other solutions are food for microorganisms and must be kept steril