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020 ▼a 9780438364004
035 ▼a (MiAaPQ)AAI10984341
040 ▼a MiAaPQ ▼c MiAaPQ ▼d 248032
0820 ▼a 614
1001 ▼a Aldhoayan, Mohammed D.
24510 ▼a Comprehensive Management and Analysis of Complex and Large Research Datasets: An Application in Communication Science and Disorders.
260 ▼a [S.l.] : ▼b University of Pittsburgh., ▼c 2018
260 1 ▼a Ann Arbor : ▼b ProQuest Dissertations & Theses, ▼c 2018
300 ▼a 271 p.
500 ▼a Source: Dissertation Abstracts International, Volume: 79-12(E), Section: B.
5021 ▼a Thesis (Ph.D.)--University of Pittsburgh, 2018.
520 ▼a Today, healthcare is awash in data. With the increasing number of data resources and advancements in information technology, large and complex research datasets are at hand to be used and converted into knowledge, which is one critical driver in
520 ▼a This dissertation research is aimed at demonstrating a data management and quality assurance process through the implementation of a full research dataset lifecycle, building a centralized and secured database with a user-friendly interface and
520 ▼a Results of this study have shown that automating the process of extracting, verifying, transforming, and storing large research datasets from their source files to a structured and analysis-friendly database increases the quality of the data, re
520 ▼a Results from the sentence comprehension analysis have shown that language processing, short-term memory, and working memory can be measured separately. The structural equation modeling analyses have also shown the importance of working memory an
520 ▼a The data processing techniques used in this dissertation have laid the cornerstone of a generic data processing and management system that gives clinical researchers, especially the ones with limited resources, the ability to manage and process
590 ▼a School code: 0178.
650 4 ▼a Health sciences.
650 4 ▼a Information science.
690 ▼a 0566
690 ▼a 0723
71020 ▼a University of Pittsburgh.
7730 ▼t Dissertation Abstracts International ▼g 79-12B(E).
773 ▼t Dissertation Abstract International
790 ▼a 0178
791 ▼a Ph.D.
792 ▼a 2018
793 ▼a English
85640 ▼u http://www.riss.kr/pdu/ddodLink.do?id=T15001373 ▼n KERIS
980 ▼a 201812 ▼f 2019
990 ▼a 관리자