Evaluation of the accuracy of human development index using additional economic, education and health indicators

dc.contributor.advisorDharmarathne, HASG
dc.contributor.authorGamage, A
dc.date.accept2024
dc.date.accessioned2025-09-15T09:45:18Z
dc.date.issued2024
dc.description.abstractGeneration of waste and thus management of waste has become a severe problem throughout the world, at it is rather applicable for Sri Lanka with a higher extent of poor waste management practices. In recent past Sri Lanka has faced many problems even including fatalities, consequential for not having a proper waste management system. The micro picture of this involves improper collection and monitoring of waste by the residential and commercial areas where people face many difficulties over waste management. As a solution, a mobile based garbage collection and monitoring system, which will become more convenient for the residents and municipals to use and manage their waste collection and monitoring can be proposed. The 3rd extension of the Technology Acceptance Model (TAM 3) is used to determine the dependent and independent variables as it illustrates the user behavior in adapting towards a technology. Progressing from the practical gap, primary objective of the study is to identify the determinants of end user perception towards implementation of a mobile based waste collection and monitoring system, adding the secondary objectives as: to identify any influence between the demographic variables and preference of using such a mobile based application for waste management and to seek the highest influential demographic factor. The study conducted focused on the Western Province and using multi-stage cluster sampling method; 487 valid responses were obtained, with an 86.21% response rate. The study consists of 11 independent variables with total of 16 dimensions with one dependent variable of preference over diffusing a mobile based waste collection and monitoring system. With the dimension reduction technique of principal component analysis and varimax, quartimax and equimax rotational methods, the independent variables were deduced in to six major factors: quality assurance, interference and appearance, work assistance, relative ease of use, subjective norms, and perception of external control. Proceeded, all demographic variables of gender, age, level of education, occupation and nature of resident has a significant influence on the overall preference over the mobile application where occupation being the highest influential demographic variable. Amongst the significant recommendations, simplicity, convenient, multilinguistic support, feedback, and report has been introduced.
dc.identifier.accnoTH5723
dc.identifier.citationGamage, A (2024). Evaluation of the accuracy of human development index using additional economic, education and health indicators [Master’s theses, University of Moratuwa].Institutional Repository University of Moratuwa. https://dl.lib.uom.lk/handle/123/24100
dc.identifier.degreeMSc in Business Statistics
dc.identifier.facultyEngineering
dc.identifier.urihttps://dl.lib.uom.lk/handle/123/24100
dc.language.isoen
dc.subjectHUMAN DEVELOPMENT INDEX
dc.subjectMULTIPLE REGRESSION ANALYSIS
dc.subjectMULTIVARIATE STATISTICAL TECHNIQUES
dc.subjectLINEAR DISCRIMINATION ANALYSIS
dc.subjectCLUSTER ANALYSIS
dc.subjectBUSINESS STATISTICS-Dissertation
dc.subjectMATHEMATICS-Dissertation
dc.subjectMSc in Business Statistics
dc.titleEvaluation of the accuracy of human development index using additional economic, education and health indicators
dc.typeThesis-Abstract

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