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But limitations and deficiency in data coverage and quality reduce the effectiveness and accuracy of the condition-based maintenance strategy [3, 36].
This skills deficiency in data management contributed to the poor quality of data collected due to delayed reports, as well as incomplete and inaccurate submission of monthly routine reports to districts and later to national level.
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But systematic deficiencies in data gathering have not been detected, he said, and "no one has brought to my attention that we have a big problem".
The number of participants and time duration both need to be increased to alleviate possible deficiencies in data analysis methods.
The global distribution of archeological, volcanic, and sediment locations compiled for the database highlights both temporal and spatial deficiencies in data coverage over the past 50 ka, with archeomagnetic and volcanic data biased towards the past 2000 years and all data types dominated by locations in the Northern Hemisphere.
The deficiencies in data coverage can be resolved by an increased application of resources to digitize and publish data throughout these most diverse regions.
There are also deficiencies in data recorded by the EBS.
In fact, deficiencies in data led to counsellors and field staff focussing on data gathering in this age group in the subsequent year (2008-09).
A clinical event committee (CEC) has been formed to review and adjudicate reports prepared by the data coordinating group to detect any possible safety issue and/or related deficiencies in data collection if required.
c Out of the 1046 interviews completed, in 9 cases, the interviews were discarded due to various deficiencies in data collected, such as over 40% non-answered questions or "don't know" answers.
67 Multiple imputation is now an established technique for analysing data sets where there are incomplete observations, 68 while Bayesian inference, 69 hidden Markov models 70 and partially observed Markov process 71 have been used to overcome deficiencies in data collection when fitting epidemiological models to routine data.
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