Business Commons^™

Predictive Modeling For Non-Profit Fundraising, Qin Chen

Masters Theses, 2010-2019

The objective of this thesis is to compare the predictive performance of multiple regression, logistic regression, neural networks, and support vector machines (SVM) in identifying donors and non-donors, and predicting the amount of donations for a specific solicitation campaign using a data set from the Direct Marketing Education Foundation (DMEF). Non-Profit fundraising has benefited from the use of data-mining models to identify new donors, to re-solicit existing donors, and to increase the amount of donations from a solicitation campaign. Multiple regression, logistic regression, and neural networks have been widely used for non-profit fundraising. In this thesis the support vector machines …

Service Innovation In The Non-Profit Sector, Gabriel Boon Siong Lim

Dissertations and Theses Collection (Open Access)

Non-profit organisations are valued because they provide services that address unmet needs. Nonprofits who engage in social entrepreneurship augment their contributions through new services, programmes, enterprises and revenue generated. It is not surprising, therefore, for policy makers to encourage social entrepreneurship, service innovations and social enterprises. However, not all nonprofits seek to innovate by creating revenue-generating social enterprises. They may continue to devote themselves to specific fields and existing practices through other forms of service innovations instead. The intent of nonprofits in starting new services is investigated through a two-pronged quantitative and qualitative research approach.

In the quantitative section, a …

Foothills Academy: A Program Ranking And Comparative Analysis Of Residential Treatment Programs, William Aaron

MPA/MPP/MPFM Capstone Projects

The Foothills Academy is an all male adolescent residential treatment facility in Albany, Kentucky. As more states turn toward alternative treatment options to address the growing needs of youth suffering from mental and emotional disorders and substance abuse issues, demand for more efficient treatment programs is on the rise. To remain competitive and to administer the best treatment services for their clients, residential treatment programs must utilize industry best practices that allow efficient use of public funds. By identifying high performing programs, those programs may then be studied to identify factors key to individual program success.

My findings were consistently …

Comparative Analysis Of The Financial Performance Of Nonprofit Organizations: Focusing On The Franklin County Senior Activity Center, Shinwoo Lee

MPA/MPP/MPFM Capstone Projects

The Franklin County Senior Activity Center is a nonprofit organization founded in 1966 to provide services to help older residents lead independent lives. Cooperating with twelve board members, a staff of 24 people operates the Center and makes huge efforts to accomplish its mission. The mission of the Center is to contribute to and empower the quality of life of the aging citizens in Frankfort and Franklin County, Kentucky. The Center delivers various public services to them including opportunities for socialization, health promotion, benefit counseling, transportation service, home care service, recreation and exercise programs, adult day care, caregiver support, and …