The second research question 'How has ugly been refined during the process' focused on experiential-verbal reflection, reflective observation, and sharing of experience with others.
This includes social trends and social activity, online participation in public forums (such as Facebook page, Twitter account, LinkedIn group, etc)., participative Geotagging and sharing of their own subjective/objective observations on their perceived environment.
However, these individuals represent a negligible share of observations.
The share of observations in the first year of tenure is larger than in other countries.
Column (1) in Table 1 shows the share of observations in each tenure category under both classifications.
Table 4 Overview of variable specification and corresponding share of observations Variables Percentage of observations S.D. Definition Household structure Single person 1 12.98 0.44 Household consists of 1 adult, single.
We define the samples in the different columns as explained earlier in the note, so in some cases the share of observations in a range can substantially exceed or fall short of the strict definition.
Training and evaluation data sets are randomly drawn from the respective full data sets in such a way that the two data sets are non-overlapping and each of the two has the same share of observations from every time interval as the full data set.
As illustrated in this excerpt, Susan was sharing her observation of the video by connecting teacher's action's to a broader instructional factor associated with the maintenance of cognitive demand.
When the author and economist Umair Haque tried to find a common element between the student protests, the Arab spring, the Occupy movement and other contemporary protest movements, he suggested a general sense of a loss of agency, the shared observation of being "systematically, structurally denied the opportunity to prosper".
