Research Methods (AS & A2) (Complete) Flashcards
What is accuracy?
Measure of how close recorded result is to real value
What is precision?
Intervals between possible recorded results, eg ruler measuring in millimetres → more precise than one in centimetres
What is a representative sample?
Sample accurately reflecting complete data set
What does a reliable method provide?
Consistent, accurate results
What is an anomalous result and how can you see whether it’s a ‘real’ result or caused by other variables?
-Result differing from other results w/ which it was expected to be similar
-Repeating the study
What does a valid study provide?
Precise, accurate, reliable results upon which conclusions can be based
What factors required are in environmental fieldwork/lab work?
-Appropriate risk management
-Practical equipment & materials required & how to use these safely + correctly
-Data to be collected & analysed; using appropriate apparatus/instruments to record quantitative measurements (eg pH) & measure abiotic/biotic factors, selecting right sampling & statistical analysis techniques
What are the general principles of scientific investigations?
-Identifying topic of interest
-Finding out what’s already been learnt
-Formulating hypothesis/null hypothesis that can be tested
-Designing & carrying out experiment to test hypothesis
-designing investigation, eg including consideration of location & timing of sampling sites, # & size of samples, standardised technique, stat analysis
-Analysing results & drawing conclusions
-Planning further research to fill gaps in existing knowledge/develop study further
Scientific methodologies; why is careful planning needed?
To ensure data collected can be used to conclude whether a hypothesis should be rejected or accepted
Scientific methodologies; what is done if all the data existing about a particular issue can’t be collected?
-Sub-samples collected, then used to estimate full situation
-Will only produce reliable conclusions if sub-samples are representative
Scientific methodologies; what must the planning of sub-samping consider?
Factors that may affect how representative they are; location, timing, size, number
Scientific methodologies; what should be used to test the reliability of a method?
A preliminary study
Sampling; what needs to be considered for the location of a sample?
-If data aren’t being collected at single location, decisions will need to be made about positioning of sampling sites
-It’s essential to avoid intro of bias due to deliberate selection of locations for convenience/to support or dismiss hypothesis → can be achieved by random/systematic sampling
Sampling; how does the shape of the study area affect random sampling?
-If study area has regular shape, grid can be laid out & coordinates of sampling sites selected w/ random numbers
-If study area has irregular shape, all possible sampling sites can be numbered + selected using random number generator
Sampling; what is systematic sampling and how is choice of sampling site made?
-Involves samples taken using chosen interval distance/spacing
-Choice of sampling sites isn’t based on choices made using observable differences in study area
Sampling; how should the distance between sampling sites be chosen?
To detect variable data w/out collecting more data than necessary → can be determined w/ preliminary study
Sampling; why does sampling need to sometimes be done on different occasions and how is the timing determined?
-If factor measured changes w/ time, it’ll be necessary to sample on diff occasions to produce mean result representing ‘typical’ value/identify trends in changing values
-Ideal time interval betw samples depends upon rate at which values change → can be determined w/ preliminary study
Sampling; what are some examples of sampling time scales and variables that may be affected?
-Long-term changes; population changes eg tigers, area of rainforest, atmospheric CO² level
-Seasonal changes; presence of migratory species, populations of annual wildflowers, temp, atmospheric CO² level, river level
-Diurnal changes (24hr); light levels, temp, atmospheric CO² levels
-Weather-related changes (minutes-weeks); flying insect activity, wind velocity, temp
-Other short-term changes; road noise level
Sampling; when are different sample sizes needed and how can this be determined?
-If variable measured isn’t homogeneous, larger samples are more likely to produce representative results
-Sample size needed can be determined using preliminary study
Sampling; how and why can the number of samples vary within studies?
-Single samples may not be representative as may be variability betw samples. Collecting multiple will help eliminate effect of variability
-# of samples needed to produce representative mean depends upon degree of scatter around mean, assessed by calculating standard deviation
-Can be found w/ preliminary study
-# of samples collected will also depend upon how results will be analysed. It’s easier to assess degree of stat sig of results w/ larger sample
Sampling; why and how are techniques standardised?
-To allow comparison of results collected at diff times/locations/researches, must be collected in exactly the same way
-Other variables affecting results must either be controlled/monitored to assess their effects
Population studies; why are good surveys essential in ecological monitoring?
-To find out which species are present
-To monitor habitat conditions, how they change & which conditions individual species require
-To monitor features of populations, how they change over time
-Population size
-Age structure
-Growth rates
-Breeding rates
-Territory size
-Population movements
-Reliable, representative data important in making good conservation management decisions
Population studies; what is the technique used to monitor ecological conditions in ecosystems & species there depend upon?
-on what is measured
-Affected by rapid development of new techniques that may produce better results; more representative, quicker, more cost effective
Population studies- ecological techniques; what is a quadrat and what can the results be used for?
-Study area, usually square, within which populations can be studied
-Results from number of quadrats can be scaled up to estimate overall situation for entire area