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Decision Modeling For Housing And Community Development: A Methodology For Evidence-Based Urban And Regional Planning, Michael P. Johnson Jr.
Decision Modeling For Housing And Community Development: A Methodology For Evidence-Based Urban And Regional Planning, Michael P. Johnson Jr.
Michael P. Johnson
Urban community development corporations and other local institutions routinely face challenging problems in housing and economic development that require substantial expertise in data analytics and decision modeling. Recent research, inspired by local responses to the housing foreclosure crisis, and developed in cooperation with Boston-area CDCs, has resulted in a collection of applications that can assist CDCs and similar organizations to design local interventions for acquisition and redevelopment of housing. This paper describes these applications. The first of these is values and objective design, i.e. the process of identifying decision opportunities. The second of these is data analytics, or …
Super Roundtable, “From Data To Decisions At Your Nonprofit”: Event Description And Assessment, Michael P. Johnson Jr.
Super Roundtable, “From Data To Decisions At Your Nonprofit”: Event Description And Assessment, Michael P. Johnson Jr.
Michael P. Johnson
On April 28, 2017, Tech Networks of Boston hosted an extended roundtable event to give nonprofit professionals an introduction to storytelling and decision-making with data, allowing the notion of ‘data’ (qualitative and quantitative), ‘storytelling’ (descriptive and explorative analysis through words, numbers and pictures) and ‘decision-making’ (identifying decision opportunities, quantifying values, generating alternatives and choosing most-preferred courses of action) to be understood as broadly as possible. This document summarizes the event, presents some event feedback and discusses next steps in the area of nonprofit and community data analytics and decision science.
From Data To Decisions At Your Nonprofit, Michael P. Johnson Jr., George Chichirau, Jason Wright
From Data To Decisions At Your Nonprofit, Michael P. Johnson Jr., George Chichirau, Jason Wright
Michael P. Johnson
In recent years, discussions about ‘data analytics,' ‘big data’ and ‘performance management’ have tended to focus on organizations’ needs to collect, store, analyze, and make productive use of mostly-quantitative data to ensure that their activities are best-aligned with their missions. Without minimizing the importance of training, software and hardware selection, and organization design, there is also a need for organizations to make the best decisions they can using all data that are available – including qualitative data that may be hard to capture in information systems.
The goal of this Super Roundtable is to enable organizations to improve their …