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The "helpfulness" feature of online user reviews helps consumers cope with information overloads and facilitates decision-making.
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When asked to rate the helpfulness of each intervention feature for reducing their sedentary time, participants rated the pedal machine biofeedback display, the pedometer and self-monitoring activity on the website as 'extremely helpful' (median Likert score=5; table 5).
Furthermore, for the cases where review ratings are not steadily available, we have proposed to use regression to predict and interpret review helpfulness with the help of the aforementioned four categories of features that are entirely extracted from review content.
Further analyses suggested that avoidant personality disorder features were responsible for the association between cluster C disorders and helpfulness, but that antisocial personality disorder features were responsible for the association between cluster B disorders and distance.
Instrumental helpfulness measures actual helping behaviors participants engage in.
This helps reinforce that helpfulness is one of the most important behaviors for employees to demonstrate.
Furthermore, similar to the study undertaken by Urbis Keys Young [ 12] the accessibility of the helpline, callers being provided with sufficient time and helpfulness of information provision were key features of satisfaction.
Of the cluster C disorders, avoidant personality disorder features were significantly independently associated with helpfulness (beta = 0.26, p = 0.04), and the overall model was significant (r2 = 0.06 after controlling for degrees of freedom; p = 0.04).
I'd like to invite you to help create a culture of helpfulness.
Through our study, we propose four categories of features that reflect designers' concerns in judging review helpfulness.
Cluster C disorder were associated with feelings of helpfulness, and the association was mainly due to correlations between avoidant personality disorder features and helpfullness.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com