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. 2015 Feb 19;17(2):e45. doi: 10.2196/jmir.3564

Table 3.

Reflective constructs assessment.

Construct/measure Factor loadinga Construct reliability Average variance extracted Maximum shared squared variance Average shared square variance
Perceived susceptibility to chronic diseases
0.916 0.646 0.092 0.042

I have a higher likelihood of getting chronic diseases 0.873




There is a great chance that I will be exposed to a chronic disease 0.808




I would say that I am the type of person who is likely to get chronic diseases 0.891




There is a person with chronic disease among my family members 0.759




I have a strong possibility of attack or deterioration of chronic disease due to improper daily habits (drinking, smoking, dietary habit, lack of exercise, etc) 0.707




It is most likely that I will catch chronic diseases in my lifetime 0.771



Perceived severity of chronic diseases
0.900 0.694 0.022 0.011

I am afraid of facing attack or deterioration of chronic diseases 0.756




If I face attack or deterioration of chronic disease, I will have difficulty with my work life (or domestic affairs) 0.807




If I face attack or deterioration of chronic disease, it will hinder my personal relationships 0.896




If I face attack or deterioration of chronic disease, I will be long haunted by resultant problems 0.865



Health consciousness
0.925 0.608 0.228 0.140

I have the impression that I sacrifice a lot for my health 0.791




I consider myself very health conscious 0.837




I think that I take health into account a lot in my life 0.876




I think it is important to know well how to stay healthy 0.883




My health is so valuable to me that I am prepared to sacrifice many things for it 0.766




I have the impression that other people pay more attention to their health than I do 0.767




I do not continually ask myself whether something is good for me 0.665




I often dwell on my health 0.610



Perceived ease of Internet use
0.905 0.760 0.336 0.221

My interaction with the Internet for health information is clear and understandable 0.857




I find the Internet for health information to be flexible to interact with 0.880




It is easy for me to become skillful at using the Internet for health information 0.878



Perceived usefulness of the Internet
0.928 0.811 0.344 0.218

Using the Internet is useful in managing my daily health 0.873




Using the Internet for health information is advantageous in better managing my health 0.937




Using the Internet for health information is beneficial to me 0.890



Attitude toward health-related Internet use
0.933 0.777 0.344 0.303

Using the Internet for health information and health management would be a good idea 0.894




Using the Internet for health information and health management would be a wise idea 0.872




I like the idea of using the Internet for health information and health management 0.895




Using the Internet for health information and health management would be a pleasant experience 0.865



aThe total variance explained by factors=63.713%. All factor loadings were more than 0.5 and significant (P<.05).