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<Article>
<Journal>
				<PublisherName>Faculty of Management, University of Tehran</PublisherName>
				<JournalTitle>Journal of Information Technology Management</JournalTitle>
				<Issn>2008-5893</Issn>
				<Volume>11</Volume>
				<Issue>2</Issue>
				<PubDate PubStatus="epublish">
					<Year>2019</Year>
					<Month>06</Month>
					<Day>01</Day>
				</PubDate>
			</Journal>
<ArticleTitle>Big Data Analytics and Now-casting: A Comprehensive Model for Eventuality of Forecasting and Predictive Policies of Policy-making Institutions</ArticleTitle>
<VernacularTitle></VernacularTitle>
			<FirstPage>1</FirstPage>
			<LastPage>42</LastPage>
			<ELocationID EIdType="pii">73946</ELocationID>
			
<ELocationID EIdType="doi">10.22059/jitm.2019.284645.2376</ELocationID>
			
			<Language>EN</Language>
<AuthorList>
<Author>
					<FirstName>Maryam</FirstName>
					<LastName>Hajipour Sarduie</LastName>
<Affiliation>Ph.D. Candidate in Information Technology Management/ Business Intelligence, Department of Information Technology Management, Science and Research Branch, Islamic Azad University, Tehran, Iran.</Affiliation>
<Identifier Source="ORCID">0000-0001-9244-698X</Identifier>

</Author>
<Author>
					<FirstName>Mohammadali</FirstName>
					<LastName>Afshar Kazemi</LastName>
<Affiliation>Associate Professor, Department of Industrial Management, Science and Research Branch, Islamic Azad University, Tehran, Iran.</Affiliation>
<Identifier Source="ORCID">0000-0003-4327-8320</Identifier>

</Author>
<Author>
					<FirstName>Mahmood</FirstName>
					<LastName>Alborzi</LastName>
<Affiliation>Associate Professor, Department of Information Technology Management, Science and Research Branch, Islamic Azad University, Tehran, Iran.</Affiliation>
<Identifier Source="ORCID">0000-0001-6619-992X</Identifier>

</Author>
<Author>
					<FirstName>Adel</FirstName>
					<LastName>Azar</LastName>
<Affiliation>Professor, Department of Management, Tarbiat Modares University, Tehran, Iran.</Affiliation>
<Identifier Source="ORCID">0000-0003-2123-7579</Identifier>

</Author>
<Author>
					<FirstName>Ali</FirstName>
					<LastName>Kermanshah</LastName>
<Affiliation>Associate Professor, Department of Management, Sharif University of Technology, Tehran, Iran.</Affiliation>
<Identifier Source="ORCID">0000-0003-1932-1894</Identifier>

</Author>
</AuthorList>
				<PublicationType>Journal Article</PublicationType>
			<History>
				<PubDate PubStatus="received">
					<Year>2019</Year>
					<Month>07</Month>
					<Day>02</Day>
				</PubDate>
			</History>
		<Abstract>The ability of now-casting and eventuality is the most crucial and vital achievement of big data analytics in the area of policy-making. To recognize the trends and to render a real image of the current condition and alarming immediate indicators, the significance and the specific positions of big data in policy-making are undeniable. Moreover, the requirement for policy-making institutions to produce a structured model based on big data analytics for now-casting and eventuality of predictive policies is growing rapidly. The literature review demonstrates that a comprehensive model to assist policy-making institutions by providing all components and indicators in now-casting of predictive policies based on big data analytics is not devised yet. The presentation of the model is the main finding of this research. This research aims to provide a comprehensive model of now-casting and eventuality of predictive policies based on big data analytics for policy-making institutions. The research findings indicate that the dimensions of the comprehensive model include: the alignment of now-casting strategies and the big data analytics’ architecture, now-casting ecosystem, now-casting data resources, now-casting analytics, now-casting model and now-casting skill. The results of using the model were analyzed and the recommendations were presented.</Abstract>
		<ObjectList>
			<Object Type="keyword">
			<Param Name="value">Big data analytics</Param>
			</Object>
			<Object Type="keyword">
			<Param Name="value">Now-casting</Param>
			</Object>
			<Object Type="keyword">
			<Param Name="value">Comprehensive model</Param>
			</Object>
			<Object Type="keyword">
			<Param Name="value">Policy-making Institution</Param>
			</Object>
		</ObjectList>
<ArchiveCopySource DocType="pdf">https://jitm.ut.ac.ir/article_73946_b036da2933836ca2a6cd8405f675f40c.pdf</ArchiveCopySource>
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