Al-Kilani, Mahmoud

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Mahmoud Al-Kilani

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Publikation

The impact of culture on entrepreneurship: machine learning analysis

2023, Al-Kilani, Mahmoud, Meyer, Rolf, Meyer, Dario, Schnyder, Daniel, Sabo, Vlad-Andrei

Entrepreneurship is one of the main pillars of the economy and it has a substantial role to pay in economic development by creating new jobs and opportunities, driving innovation, and developing new markets, products, and services. This study aims to better understand the motivations of people who choose to undertake entrepreneurial activity and to try to pinpoint some of the key factors that move them to do so. Three independent data sets (the GEM, WVS and Hofstede) were computed and significant correlations with Total Early-Stage Entrepreneurial Activity (TEA) noted. Machine learning techniques were applied to the data sets in different regression models to show that the most important relationship between the different variables is the TEA with Perceived Capabilities (PC).

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Publikation

Necessity entrepreneurship in ruminant Lebanese agriculture: Business model sustainability

2022, Al-Kilani, Mahmoud, Meyer, Rolf

Necessity entrepreneurship in the small ruminant sector plays a strategic role in the Lebanese agricultural economy despite its small size. The sector is underdeveloped and facing many challenges. This article proposes possible solutions to the challenges facing necessity entrepreneurs in this sector. The findings show that an “agricultural business hub” could consolidate the sector and address many of the challenges on an ongoing basis in order to increase farmer productivity and profitability. Such a Hub could exploit modern technology - in particular, mobile phones, internet and apps - to facilitate communication and dissemination of information to farmers and their markets. Besides reviewing existing literature, this study was conducted using a face-to-face in-depth interview with a field expert.

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Publikation

Sustainability of social innovation hubs. Critical evaluation

2021, Al-Kilani, Mahmoud, Verkuil, Arie Hans, Meyer, Rolf

The fast pace of change brought on by advances of technology have led to significant pressure on companies to innovate to remain competitive and able to meet shareholders demands.