Paper Title :Determinants of charitable giving of employees in the organized sector: A case study in Bengaluru urban district
Author :Manoj Morais, Joshy K.J
Article Citation :Manoj Morais ,Joshy K.J ,
(2018 ) " Determinants of charitable giving of employees in the organized sector: A case study in Bengaluru urban district " ,
International Journal of Management and Applied Science (IJMAS) ,
pp. 6-11,
Volume-4,Issue-7
Abstract : The study aims at identifying the determinants of charitable giving among working professionals in various fields
in the organized sector. The study also focuses on identifying the extent of effect of Income and non-income factors on
charitable giving along with building an app that could predict whether a given working professional would make monetary
donations or not. A comprehensive model would be build based on the James and Sharpe model. The model would be modified
based on Indian context. Primary data will be collected towards testing the model and also the validity and generalizability of
certain findings of similar studies in the west would be tested in an Indian perspective. Based on the model, various computer
algorithms would be constructed using python such as Logistic regression, Decision tree classifier and Random forest
classifier. A better performing predictive algorithm would be chosen for the purpose of creating an App that could predict the
charitable behavior of working professionals. Also a multiple regression would be performed to understand the effect of both
income and non-income factors on charitable giving, along with performing a Multivariate probit analysis with ‘Nature of
donations’ (Gifts in kind, time and money) as dependent variable.
Index Terms - Charitable giving, Charitable donations Philanthropy, Predictive Modelling
Type : Research paper
Published : Volume-4,Issue-7
DOIONLINE NO - IJMAS-IRAJ-DOIONLINE-12909
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Copyright: © Institute of Research and Journals
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Published on 2018-08-30 |
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