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However, understanding is limited regarding intervention characteristics moderating this effect or the long-term effectiveness of text message interventions on behavior change after contact stops.
The results of the experiment proves that the feature dimension can be reduced and the accuracy and effectiveness of text classification can be improved at the same time with this method.
Further work on the identification of semantic relationships should increase the effectiveness of text mining for hidden associations and potentially distinguish 'negative' associations.
This trial is the first to evaluate the effectiveness of text messaging for influenza vaccine reminders in English primary care.
Additionally, we will be able to explore the effectiveness of text messaging as a means of delivering health education to patients within a low-income population.
This study will provide evidence regarding the effectiveness of text messaging reminders for influenza vaccine in patients under 65 with chronic conditions.
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To our knowledge, this study is the first large study to report the effectiveness of text-messaging versus telephone reminders in a primary care setting in Europe.
The impact of variations in the effectiveness of text-based support on cost-effectiveness was investigated by assuming that the relative risk ranged between 1.80 and 2.68 (the 95%% confidence interval around the effect observed in the txt2stop trial).
Failure to take account of the background quit rate would lead to an overestimate of the effectiveness of text-based support, since a number of the additional quitters would have quit anyway in the future in the absence of test-based support.
Further research should establish the effects and cost-effectiveness of text-based smoking cessation support in other settings, such as low- and middle-income countries.
Research is needed to evaluate the cost-effectiveness of text-based support, including the effects of smoking cessation on short-term health outcomes, and for long term smokers versus newer smokers.
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