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Focus groups were used to capitalize on participant interaction to elicit needs and preferences, personal experiences, and exploratory solutions "outside of the box" [ 36] and have proved effective in other comparable participatory rehabilitation intervention studies [ 35– 37, 40].
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Confirmatory factor analysis modelling of the exploratory solution also yielded a good model fit with item correlated errors.
These statistics were employed to compare exploratory cluster solutions using four to eight cluster groups on the unweighted data, since survey procedures were not available for cluster analysis in SAS V.9.2.
In particular, the interpretation of exploratory factor solution improved.
Although our exploratory cluster solution needs confirmation in a longitudinal study, this approach could provide a rationale to support the study of individualized clinical evaluation and intervention.
The exploratory factor solution output (17 items, six dimensions, oblimin rotation), shows that all items preferably load in their corresponding theoretical dimension (see Table 4).
Items 9, 24, and 30 loaded on factors 1 and 2. Finally, we also tested the fit of our exploratory factor solution.
The psychometric properties of the OLQ-11 (obtained by deleting the two items) were indeed better, in particular the exploratory factor solution.
Osborne and Fitzpatrick [ 25] refer to this as internal replication and recommend that researchers examine their exploratory factor analysis solutions using replication samples to determine the extent to which their solutions are likely to be robust.
Titled "Twitter: Transparency and Accountability," the House's conversation will likely be exploratory rather than solution-oriented in nature, delving into deeply partisan topics around political bias and censorship.
To achieve the objective a phased plan was followed: (1) exploratory research, (2) solution-oriented research with technology development and prototype evaluation, and (3) implementation-oriented research.
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