Browsing by Author "Kettani, O."
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ArticlePublication Metadata only The appreciative democratic voice of DEA: a case of faculty academic performance evaluation(Elsevier, 2014-03) Oral, Muhittin; Oukil, A.; Malouin, J.-L.; Kettani, O.; Business Administration; ORAL, MuhittinData envelopment analysis (DEA) is in fact more than just being an instrument for measuring the relative efficiencies of a group of decision making units (DMU). DEA models are also means of expressing appreciative democratic voices of DMUs. This paper proposes a methodology for allocating premium points to a group of professors using three models sequentially: (1) a DEA model for appreciative academic self-evaluation, (2) a DEA model for appreciative academic cross-evaluation, and (3) a Non-DEA model for academic rating of professors for the purpose of premium allocations. The premium results, called DEA results, are then compared with the premium points “nurtured” by the Dean, called N bonus points. After comparing DEA results and N bonus points, the Dean reassessed his initial bonus points and provided new ones – called DEA-N decisions. The experience indicates that judgmental decisions (Dean's evaluations) can be enhanced by making use of formal models (DEA and Non-DEA models). Moreover, the appreciative and democratic voices of professors are virtually embedded in the DEA models.ArticlePublication Metadata only Conceptualizing a research paradigm for multi-objective modelling in supply chain management(Wiley, 2015) Oral, Muhittin; Kettani, O.; Business Administration; ORAL, MuhittinThe primary objective of this paper is to offer a particular research paradigm framework that takes into consideration ontological, epistemological, methodological and axiological assumptions for a more meaningful and comprehensive research activities while using multi-objective modelling approach in supply chain management (SCM) studies. However, the emphasis will be more on the implications of four ontological level definitions for multi-objective modelling in SCM research through a concept called ‘inclusiveness’. Such a particular research paradigm framework helps SCM researchers broaden their research problem definitions and enhance their multi-objective modelling process.ArticlePublication Metadata only Designing and implementing a real estate appraisal system: the case of Québec Province, Canada(Elsevier, 2015-03) Kettani, O.; Oral, Muhittin; Business Administration; ORAL, MuhittinReal estate appraisal is of great importance to several socio-economic stakeholders for different reasons and justifications: local governments and municipalities for taxation purposes; banks for mortgage and other credit applications processing; property valuation companies for marketing activities; and property developers and investors for sound investment decision-making. This paper summarizes the real estate appraisal system that has been developed for and with CUQ (Coomunaité urbaine de Québec), CUM (Communaité urbaine de Montréal), and Communaité urbaine de Gatineau (CUG) and implemented over the last twenty years in the Province of Québec. The salient features of the property appraisal system are: (1) property-specific individual appraisal using a new regression method called “analogical regression”, (2) mass-appraisal based on property-specific individual appraisals, and (3) the size of real estate coverage (over 1,050,000 properties) and the variety of real estate profiles considered (shopping centers, office buildings, residential properties, farms, industrial units, etc.).Conference paperPublication Open Access Reasoning types in Industrial Engineering/Operations Management processes(IEOM Society, 2019) Oral, Muhittin; Kettani, O.; Business Administration; ORAL, MuhittinOperations Management/Industrial Engineering modeling process entails a series of research paradigm decisions to be made as to (1) what the reality domain is - ontology, (2) how the problem domain is to be defined and theorized - epistemology, and (3) which solution domain is to be considered - methodology; and all three being based on axiological assumptions entailing ethical concerns. These paradigm-related decisions need to be based on a series of sound reasoning activities. In this regard, three types of reasoning - abductive, deductive and inductive -will be discussed in connection with a scheme of Operational Research/Management Sciencemodeling process.