With controlled experiments it is taken into consideration what possible variables there could be and it is taken into account when conducting the experiment. This would mean that controlled experiments would produce more valid data.
I am not a scientist, but offer my perspective as a popular consumer of science-related information. Each of them may be considered true depending on context or on how terms are defined, but the one that is most true is "Controlled experiements produce valid data" Controlled experiments are those in which as many factors as possible are accounted for in their design, so that results are less likely to be caused by some anomaly or by some variable other than the one(s) being studied."Controlled data produces valid experiments" could be at least indirectly true, since good data will help determine how and to what extent variables will be manipulated by the researchers. But in most research scenarios it is not the data itself that is acted upon in the experiment, it is physical processes-- the ones that will eventually yield data. A possible exception would be computer or other information related science, where actual data may in fact be subjected to various procedures."Valid experiments produce controlled data" could be true if you think of the word 'controlled' in a certain way. Ideally, the data coming from an experiment is not controlled by the researchers, or at least it shouldn't be. The data should reflect the natural interaction(s) of the variable(s) being studied. Otherwise the research is meaningless, or worse, falsified. But you might think of the outcome data as being, in a way, controlled by the variable(s) being studied.
A valid one. An experiment cannot conclusively prove anything if more than one independent variable is altered at a time. That being said, many dependent variables could show change and the experiment would still be valid, as long as only one independent variable was altered at a time. An experiment that changes only one variable at a time is called a controlled experiment.
Experiments must be run under controlled conditions to ensure that the results are reliable and valid. By minimizing variables that could influence the outcome, researchers can isolate the effects of the specific factor being tested. This control helps to establish cause-and-effect relationships and allows for reproducibility of the experiment by other researchers. Ultimately, controlled conditions enhance the credibility of the findings and contribute to the advancement of scientific knowledge.
No, the scientific method can be uncontrolled to for it to be valid.
Form a hypothesisDetermine what variables can be varied that should or should not influence results when varied if the hypothesis is correct and if it is incorrectdesign experiments where those variables can be controlled for, and the results measureddetermine the a statistically valid method for running the experiments while controlling for different variablesrun the experiments, recording the resulting measurements and observationsanalyze the results and compare to the results predicted by the theory.
I am not a scientist, but offer my perspective as a popular consumer of science-related information. Each of them may be considered true depending on context or on how terms are defined, but the one that is most true is "Controlled experiements produce valid data" Controlled experiments are those in which as many factors as possible are accounted for in their design, so that results are less likely to be caused by some anomaly or by some variable other than the one(s) being studied."Controlled data produces valid experiments" could be at least indirectly true, since good data will help determine how and to what extent variables will be manipulated by the researchers. But in most research scenarios it is not the data itself that is acted upon in the experiment, it is physical processes-- the ones that will eventually yield data. A possible exception would be computer or other information related science, where actual data may in fact be subjected to various procedures."Valid experiments produce controlled data" could be true if you think of the word 'controlled' in a certain way. Ideally, the data coming from an experiment is not controlled by the researchers, or at least it shouldn't be. The data should reflect the natural interaction(s) of the variable(s) being studied. Otherwise the research is meaningless, or worse, falsified. But you might think of the outcome data as being, in a way, controlled by the variable(s) being studied.
A valid one. An experiment cannot conclusively prove anything if more than one independent variable is altered at a time. That being said, many dependent variables could show change and the experiment would still be valid, as long as only one independent variable was altered at a time. An experiment that changes only one variable at a time is called a controlled experiment.
Experiments must be run under controlled conditions to ensure that the results are reliable and valid. By minimizing variables that could influence the outcome, researchers can isolate the effects of the specific factor being tested. This control helps to establish cause-and-effect relationships and allows for reproducibility of the experiment by other researchers. Ultimately, controlled conditions enhance the credibility of the findings and contribute to the advancement of scientific knowledge.
No, the scientific method can be uncontrolled to for it to be valid.
Form a hypothesisDetermine what variables can be varied that should or should not influence results when varied if the hypothesis is correct and if it is incorrectdesign experiments where those variables can be controlled for, and the results measureddetermine the a statistically valid method for running the experiments while controlling for different variablesrun the experiments, recording the resulting measurements and observationsanalyze the results and compare to the results predicted by the theory.
when results from the experiments repeatedly fail to support the hypothesis.
In biology, a variable is any factor or condition that can change or be controlled in an experiment. Variables can be independent (the factor being tested), dependent (the outcome being measured), or controlled (kept constant for comparison). Understanding and controlling variables is critical for designing valid experiments and drawing accurate conclusions.
Reliable indicates that each time the experiment is conducted, the same results are obtained (accuracy). Valid indicates the experiment (or test) has controlled variables and used an appropriate method/model.
So you know whether it is valid or not. If it isn't modify your hypothesis to fit the results of your experiments.
Science relies on repeatable, redundant results from experiments in order to consider it valid.
So-called "controlled substances" are narcotic and narcotic-type drugs strictly controlled by law and, if availalbe at all, are only available with a valid/legal prescription.
Using the same amount of saliva and starch solution ensures that the ratio of reactants is consistent across experiments, allowing for accurate comparisons and reliable results. Varying the amounts could introduce variability that may affect the outcome of the experiment and make it difficult to draw meaningful conclusions.