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Any biases associated with data-collecting, and the long-term predictive value of the factors revealed to be significant in this study (psychosocial functioning, beliefs regarding antidepressant medication, self-efficacy, and neuroticism) are yet unknown.
Temperatures of the coldest month were used to define the realized climate space for the non-breeding season and temporally associated with physiological data collected during the short photoperiod, while those from the warmest month were used to calculate the realized climate space for the breeding season and temporally associated with physiological data collected during the long photoperiod.
For example, Schuurmans et al. showed that the GFI was more strongly related to self-management abilities compared to age [ 40] and Peters et al. showed that GFI was significantly associated with ADL (data collected two weeks later) [ 41].
As the data he collected was extremely imbalanced, he applied Random Undersampling (RUS) and Random Oversampling (ROS) to alleviate problems associated with data skew.
Using the SizeUSA study as a point of reference, this chapter addresses aspects of survey design and data collection for national sizing surveys and describes the product development opportunities associated with analysis of data collected.
Recorded working times by the field surveyors allowed estimating the efforts associated with collecting data on the different indicators using the BINATS methodology.
Yet this type of research brings up privacy issues associated with collecting data.
This is particularly challenging in chronic diseases of wildlife species because of the logistics associated with collecting data at large geographic scales over long time periods.
This study highlighted the problems associated with collecting data from multiple stakeholders' perspectives.
The difficulties associated with collecting data on physical activity level have long been acknowledged[ 40].
This reflects the practical challenges associated with collecting data on the delivery of interventions in a field-based setting.
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