Reliability was tested using the internal consistency measure. Cronbach's alpha test conducted showed that the Resourcefulness scale has an internal consistency of ? = 0.78, a value which is well within the acceptable range of values for this kind of test. Results of the test also showed that even if one of the eight (8) items in the Resourcefulness Scale, the Scale would still yield the same test value, proving that indeed, the Scale is reliable when tested on an inter-item or per-item level (Zauszniewski, 2010:12).
Results and values yielded from the validity and reliability tests generally prove that the Resourcefulness Scale is a good quantitative measure of resourcefulness. However, it is just as important to note that in addition to the significant relationships generated between the resourcefulness construct and its measures, the secondary analysis itself is a challenge for the authors who conducted the study. This is because an 8-item Resourcefulness Scale is more vulnerable to getting weaker validity test results, as statements are aggregated together to create more general, specific concepts that represents resourcefulness as a construct. However, the significant relationship that resulted from the analysis, as well as the two factor loadings generated from the factor analysis, showed the strength of the Scale (Zauszniewski, 2010:16). That is, its items are clearly defined and mutually exclusive...
Nurse Research Decision theory describes the rules and standards that are used to make some specific form of decision or judgment. With respect to data analysis, decision theory describes the rules and procedures that should be used to interpret the results of the findings in the data. Such rules include hypothesis testing, qualitative data interpretation, and other types of inferential procedures. Probability theory is used in quantitative data analysis and provides
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