Complex industry partnerships, innovative strategies, and cross-cutting industry competition, challenge business leaders in making strategic and operational decisions that support growth and competitiveness. Companies seeking to inform their business decisions by leveraging “big data” face challenges in processing and analyzing such large and rapid datasets. However leveraging big data can create value for businesses. Although various frameworks exist for implementing analytics, few accommodate the implementation of big data analytics. Our goal is to develop a framework by studying big data on a micro and macro level and examining how companies can use big data to boost revenue through creating value. This research is augmented by an in-depth examination of industry giant Amazon.com. Our results provide a framework that enhances traditional analytical frameworks through the integration of big data analytics. Our findings indicate that an integrated framework provides enhanced insights to decision makers seeking to create value for their businesses.

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The objective is to estimate the prevalence of osteoporosis among women in Bahrain who are aged ≥18 years. MethodsIn this retrospective study conducted at Salmaniya Medical Complex, a total of 590 Bahraini women were enrolled. Their bone mineral density measurements were obtained through dual-energy x-ray absorptiometry (DEXA) performed between January 2017 and December 2017. Six sites were chosen as the measurement targets. Patients were diagnosed with osteoporosis if their T-score was > -2.5 according to the World Health Organization guidelines. ResultsOsteoporosis was diagnosed in 27.1% of the patients; 53.2% had osteopenia, 0.3% had severe osteoporosis, and 19.3% had normal bone conditions. The prevalence of osteopenia as well as osteoporosis increased with age. ConclusionOsteoporosis and osteopenia are common among Bahraini women. This study provides useful information on the prevalence of osteoporosis among Bahraini women. Major steps by health authorities in the country are needed to reduce morbidity and improve the quality of life.