Before explaining the synergy of what it actually meant by negative correlation, it is important to understand what does correlation means. In this context, the concept of correlation is defined as the single numerical value which is used to describe a relationship that lies between two variables or things. The most usual and common measure of correlation is determined to be stated as the Pearson product moment correlation. The same is known to be represented by the alphabet r. Studies show that the correlation has two different qualities that are stated as direction as well as strength.
The process of correlation is an imperative one which the students or the different researchers are required to use for the effective completion of different kinds of research works. In this regard, it needs to be said the researchers or the students for the research works that they undertake they are required to select two or more variable and depending on them conduct their research. It is precisely here that the importance of the process of correlation lies since it helps the researchers or the students to understand the kind of relationship which exists between the two or more variables that they have selected for the conduct of the research. An understanding of the relationship between the two or more variables is important since it will not only enable the researchers to analyze the issues that they have selected for research but also to recommend important measures as well.
In this connection, the direction part of the correlation is stated to be that part which consists the correlation that is stated to either positive or negative. A positive correlation is known to have both of the variables that moves in the same direction. In lieu of this, when two of the variables are termed and recognized to fall under the concept of negative correlation, then the same are known to have an inverse relation with each other. This means that the two variables in the case of negative correlation does not moves in the same direction as compared to that of the positive correlation. To be specific, in the consideration of a negative correlation if one variable is recorded to move towards the level of increment the other variable is known to move towards the level of decrement. The negative correlation are considered to be detected by the means of a minus (-) sign that is placed in the initial of the correlation value. Say for example, the students who are recognized to spend the maximum of their time in the aspect of playing video games every single week are known to have low GPAs as compared to the students who do not play. It can be also stated that if the hour that are spent playing the video games would be reduced, the GPA would increase. This clearly states that the negative correlation is recognized by the direction in which the two variables between which the correlation is being performed moves. In this regard, it needs to be said that in the above given example it is seen when the value of the first variable, that is, the video game playing tendency on the part of the students increases then the value of the second variable, that is, their GPA decreases which thereby makes it a perfect example of the process of negative correlation.
There are various important characteristic features of the process of negative correlation which as a matter of fact distinguishes it from the process of positive correlation. As a matter of fact, it is seen that one of the most important features of the process of negative correlation is the fact that the direction of movement of the two variable during such a process would always be in the inverse direction. For example, if the value of one variable increases in an exponential manner then the value of the other or for that matter the second variable would decrease in an exponential manner as well. This as a matter of fact is in complete contradiction to the process of positive correlation wherein it is seen that when the value of one variable increases then the value of the other variable also increases keeping pace with the change in value of the first variable.
An important aspect of the entire process of correlation is the fact that the value which the students or the individuals derive from the process of correlation should be between the range of “-0.5” to “+0.5” depending on the kind of research that they are trying to perform and also the kind of variables that they have selected. For example, if the value that the individuals or the students had derived from the process of correlation is more than “0” then this indicates that the research had been done in a proper manner and also the fact that there is a positive correlation or for that matter direct relationship between the two variables. On the other hand, if the value of the process of correlation that the students or the individuals derive is lesser than “0” then this also indicates that the research had been performed in an effective manner and the fact that a negative correlation or inverse relationship exists between the two variables which had been selected by the researcher for the conduct of the research work. In this regard, it needs to be said that if the value of the process of correlation is between the “-0.5” to “+0.5” then this indicates the fact that the research had been done by the researcher in an effective manner and also the results which had been derived from accurate and credible. This as a matter of fact is the technique which is being used to analyze or evaluate the strength of the correlation which had been undertaken by the researchers for the completion of their research work.
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