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A research team wants to investigate the effect of unpredictable trauma (specifically natural disasters) on individualsÃ¢â‚¬â„¢ spirituality. Based on the previous research, it is unclear whether an unpredictable trauma would lead to higher or lower spirituality. There searchers suspect that individuals may become more spiritual following a natural disaster in order to cope with the significant stress. However, they also suspect that individuals may become less spiritual following a natural disaster if they struggle to make sense of the trauma or deal with its practical consequences. It is known that,using a 1-to-10 scale (from 1 = not at all spiritual to 10 = extremely spiritual), in general individualsÃ¢â‚¬â„¢ level of spirituality is normally distributed with a mean of 6.2 and a standard deviation of 0.94. After a major hurricane (which caused extreme flooding in a coastal region leading to massive home destruction), the research team is able to randomly select one individual affected by the trauma and have him complete the spirituality questionnaire. The individualÃ¢â‚¬â„¢s score is 4.3. Using a .05 significance level, what should the researcher conclude?
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