Finance
Project
INVITED EDITOR
Editorial from
Nova SBE Data Science Knowledge Center
Data Science KC aims to advance knowledge about data-driven decision-making and its application in society. Our position in a school of business and economics, and our understanding of social sciences, technology, programming, and statistical methods, allow us to bridge the gap between organizations and technology that generates, processes and uses data for creating impact.
November 16, 2022
8. Decent work and economic growth

8. Decent work and economic growth

Promote inclusive and sustainable economic growth, full and productive employment and decent work for all
LEARN MORE

10. Reduced inequalities

Reduce inequalities within countries and between countries
LEARN MORE

17. Partnerships for the goals

Strengthen the means of implementation and revitalize the Global Partnership for Sustainable Development
LEARN MORE

Identifying Crowdfunding Success Factors for Social Projects

Nova SBE Data Science Knowledge Center developed a predictive model that estimates the likelihood of a crowdfunding campaign reaching its goal.

Crowdfunding social projects is an innovative and inspiring way to foster cooperation and collaboration within our society. By democratizing access to funds, it ensures that any entrepreneur has the support needed to implement a project. These projects often work on a "all or nothing" basis, where the project only gets funded if the initial funding target is met. The project in question aims to determine the key factors that influence the success of a crowdfunding campaign, helping fundraisers improve the quality of their campaigns and, as a consequence, increase the chance of hitting the funding targets of their projects.

The project, developed in partnership between the multidisciplinary team of Nova SBE Data Science Knowledge Center and PPL Crowdfunding, has developed a predictive model that estimates the likelihood of a campaign reaching its crowdfunding goal. In addition to informing the predicted probability of success throughout the campaign, the tool also points out the main factors responsible for the forecast. This information will support PPL in providing timely feedback to fundraisers on how to best set up their campaigns, as well as proactively react to ongoing ones, in order to maximise the chance of raising the capital required for their projects.

Nova SBE Data Science Knowledge Center
Data Science KC aims to advance knowledge about data-driven decision-making and its application in society. Our position in a school of business and economics, and our understanding of social sciences, technology, programming, and statistical methods, allow us to bridge the gap between organizations and technology that generates, processes and uses data for creating impact.
LEARN MORE
SHARE

Keep reading

Competition and cooperation in mutual fund families

How do competitive and cooperative fund manager incentives affect fund and family strategies and outcomes? ‍The research article addresses this question.

How will FinTech impact financial services and society?

FinTech in Iberia and sub-Saharan Africa Report. This is the first output of the FinTech Initiative, a joint partnership between Nova SBE Finance Knowledge Center and Nova SBE NOVAFRICA Knowledge Center, under the Social Equity Initiative, promoted by BPI | Foundation "la Caixa".

Finanças para Todos, NovaSBE Finance Knowledge Center’s new program

A program created in partnership with CFA Society Portugal with the support of Fidelidade

Impact-Weighted Accounts: can accounting shift the paradigm?

The modern economy works in a seamless standardized way. Decision-making by policymakers, managers and investors takes into consideration the assessment of value statements based on financial parameters.

THE CHOICES OF

The local-for-local open innovation platform Nestlé Hatcher

Our first series dedicated to impact in Africa end with this lively and exciting conversation between Professor Filipe Alfaiate and Mr. João Barreto, the Head of Innovation and PMO at Nestle, based in South Africa. They discussed impact journeys, the BOP market in Africa, opportunities and challenges and in particular, a very interesting local-for-local open innovation platform for all in Africa called Nestlé Hatcher that João designed and launched. Good learnings!

Subscribe our weekly newsletter

By subscribing to the Nova SBE Role to Play newsletter, you can stay up-to-date on the latest articles posted on the website.
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.

We all have a role to play

We are on a mission to be a community dedicated to the development of talent and knowledge that impacts the world.

With just ten years to go, an ambitious global effort is underway to deliver the 2030 promise. We want to take a stand and we are calling on our community to showcase how they are contributing to the 17 Sustainable Development Goals, whilst influencing more and more people to unravel their role to play.

Here, you will find four different ways your ideas can flourish, dialogue can be enhanced, and action can take place. You can choose one or all four, and Nova SBE will be there to support you all the way and guarantee tangible change.

We all have a role to play, and this is your way in.