p Scientific interrogation may it be in the pure sciences or is concerned with the social sciences rely on selective selective information digest to make their seek objectives come to spirit . A investigate analyze is fundamentally a work of measuring a set turning of variables and conditions with which the desire phenomena is discover and quantified (Krysik Finn , 2007 . Data analysis can only(prenominal) translate and hap pisseding to the gathered data and it cannot perplex claim to separate findings or generalizations if the data does not patronage it . And , in to extrapolate the most right answer to the research inquires , the method with which data was gathered should also be accurate and above scrutiny . This is where scientific and academic standards come in these rules of thumb assure that what has been a measured answer the research problems . Needless to conjecture , without good measurement , statistical analysis is worthlessStatistical analysis depends on the method determinationd to measure and gather data . The results of statistical analysis are a reflection of the contour of information and variables that was gathered . For example , a merchandise jitney require to do a research on the overbold fruit they are developing the product is a new-fashioned pas seul of nappys targeted towards babies from 0 to 2 years old . The director decides to role a eyeshot and develops a questionnaire that asks mothers about the need for napkins and a number of demographic data standardised number of family members , breedingal attainment , and organized religion . We could say that there is nil maltreat with the information gathered by the questionnaire , but the question of what to do with the information and bequeath it answer the need of the manager for the marketing o f new diapers should be the primary concern ! . In this scenario , the manager substance abused a questionnaire that did not measure the desired variables desire perception of the old diapers , satisfaction with the old diaper , will they likely try other diapers and others .

The questionnaire failed to measure the right way the behaviour or attitude that was supposed to be the sharpen of the study (Fields , 2000 . On the other hand , the data could understood be used to present a pro of diaper consumers in the said locality . If the data from the manager s survey was subjected to statistical analysis , it would only indicate the age education and religion of diaper consumersAnoth er area where good measurement is an consequential factor but has been lately taken for granted is the use of the Likert-scale on attitudinal scales and inventories (Healey , 2005 . Say for example , the teacher wishes to determine if students like chemical science or not . The teacher makes a short questionnaire and asks her students to move to the questionnaire . She used a 5 dapple scale , where 1 is very strongly disagree and 5 is very strongly agree and 3 is neutral . afterwards tallying and collating the survey responses , she uses a descriptive analysis of the responses using the mean and standard difference . She noticed that almost all of the responses...If you postulate to get a full essay, order it on our website:
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