The impact of business intelligence systems on an organization’s effectiveness: The role of metadata quality from a developing country's view

Ra'ed Masa'Deh, Zaid Obeidat, Mahmoud Maqableh, Mahmood Shah

Research output: Contribution to journalArticle

1 Citation (Scopus)

Abstract

Business Intelligence (BI) systems are extensively used by large hotels in Jordan; however their effectiveness has not yet been researched. The aim of this research is to explore the relationships among definitional metadata quality, data quality metadata quality, navigational metadata quality, lineage metadata quality, perceived ease of use, perceived usefulness and system effectiveness in enhancing organizational effectiveness of five star hotels in Aqaba, Jordan. To test the research hypotheses, 225 usable responses containing 37 items were analyzed using structural equation modeling (SEM) and a Machine Learning technique. Results suggest that organizational effectiveness was directly and positively affected by perceived usefulness and BI systems effectiveness. Nevertheless, perceived usefulness did not impact BI systems effectiveness.
Original languageEnglish
Number of pages21
JournalInternational Journal of Hospitality & Tourism Administration
Volume(In-Press)
Early online date19 Nov 2018
DOIs
Publication statusE-pub ahead of print - 19 Nov 2018

Fingerprint

metadata
developing world
data quality
Business intelligence
Developing countries
Metadata
modeling
Perceived usefulness
Organizational effectiveness
Hotels
Jordan

Cite this

@article{764bf4ffdc9d41ef9c0a769830a64452,
title = "The impact of business intelligence systems on an organization’s effectiveness: The role of metadata quality from a developing country's view",
abstract = "Business Intelligence (BI) systems are extensively used by large hotels in Jordan; however their effectiveness has not yet been researched. The aim of this research is to explore the relationships among definitional metadata quality, data quality metadata quality, navigational metadata quality, lineage metadata quality, perceived ease of use, perceived usefulness and system effectiveness in enhancing organizational effectiveness of five star hotels in Aqaba, Jordan. To test the research hypotheses, 225 usable responses containing 37 items were analyzed using structural equation modeling (SEM) and a Machine Learning technique. Results suggest that organizational effectiveness was directly and positively affected by perceived usefulness and BI systems effectiveness. Nevertheless, perceived usefulness did not impact BI systems effectiveness.",
author = "Ra'ed Masa'Deh and Zaid Obeidat and Mahmoud Maqableh and Mahmood Shah",
year = "2018",
month = "11",
day = "19",
doi = "10.1080/15256480.2018.1547239",
language = "English",
volume = "(In-Press)",
journal = "International Journal of Hospitality and Tourism Administration",
issn = "1525-6480",
publisher = "Taylor & Francis",

}

TY - JOUR

T1 - The impact of business intelligence systems on an organization’s effectiveness

T2 - The role of metadata quality from a developing country's view

AU - Masa'Deh, Ra'ed

AU - Obeidat, Zaid

AU - Maqableh, Mahmoud

AU - Shah, Mahmood

PY - 2018/11/19

Y1 - 2018/11/19

N2 - Business Intelligence (BI) systems are extensively used by large hotels in Jordan; however their effectiveness has not yet been researched. The aim of this research is to explore the relationships among definitional metadata quality, data quality metadata quality, navigational metadata quality, lineage metadata quality, perceived ease of use, perceived usefulness and system effectiveness in enhancing organizational effectiveness of five star hotels in Aqaba, Jordan. To test the research hypotheses, 225 usable responses containing 37 items were analyzed using structural equation modeling (SEM) and a Machine Learning technique. Results suggest that organizational effectiveness was directly and positively affected by perceived usefulness and BI systems effectiveness. Nevertheless, perceived usefulness did not impact BI systems effectiveness.

AB - Business Intelligence (BI) systems are extensively used by large hotels in Jordan; however their effectiveness has not yet been researched. The aim of this research is to explore the relationships among definitional metadata quality, data quality metadata quality, navigational metadata quality, lineage metadata quality, perceived ease of use, perceived usefulness and system effectiveness in enhancing organizational effectiveness of five star hotels in Aqaba, Jordan. To test the research hypotheses, 225 usable responses containing 37 items were analyzed using structural equation modeling (SEM) and a Machine Learning technique. Results suggest that organizational effectiveness was directly and positively affected by perceived usefulness and BI systems effectiveness. Nevertheless, perceived usefulness did not impact BI systems effectiveness.

U2 - 10.1080/15256480.2018.1547239

DO - 10.1080/15256480.2018.1547239

M3 - Article

VL - (In-Press)

JO - International Journal of Hospitality and Tourism Administration

JF - International Journal of Hospitality and Tourism Administration

SN - 1525-6480

ER -